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Hackers poison popular Rust crates to steal developers' credentials
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comAug 21, 2026extracted
Cisco bug severity warning reads like Olympic gymnastics scores: 10, 10, 9.9, 9.6, and 7.5.
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comAug 21, 2026extracted
AWS limits AI agents’ data access, even when manipulated
AWS limits AI agents’ data access, even when manipulated AWS has detailed an approach for propagating user authorization context through AI agents, allowing access controls to be enforced by infrastructure and downstream services rather than relying on the agent itself. Customers using Amazon Bedrock AgentCore can build AI agents that pull information from Amazon DynamoDB tables, document repositories, SaaS platforms, and internal knowledge bases to answer questions and automate workflows. Without awareness of the user making a request, however, an agent could return information that the user is not authorized to see. The following diagram shows the architecture used in this demonstration. (Source: AWS) “The agent acts as an orchestrator, not a gatekeeper,” AWS explained. “Authorization is enforced by downstream services.” CRM access control use case AWS illustrates the approach with a CRM application where employees from Sales and Finance interact with the same AI agent to access customer information. Sales employees need access to customer contracts, pricing strategies, and sales pipeline data, while Finance employees need access to invoices, payment records, and financial reports. The agent can retrieve information from Amazon DynamoDB, documents stored in Amazon Bedrock Knowledge Bases, and external services such as Salesforce. When a Sales employee asks to see customer contracts, for example, the agent should only be able to retrieve information available to the Sales department and not Finance data. AWS said enforcing these restrictions outside the agent provides protection even if the agent is manipulated through prompt injection or affected by an application bug. User identity and authorization Employees first authenticate with their corporate credentials. AWS uses Amazon Cognito as the identity provider in its example, although Microsoft Entra ID and Okta can also be used. Information about the employee, such as their department, is added to their authentication tokens and carried with requests to the agent. Amazon Bedrock AgentCore Runtime validates the user’s token and checks their authorization information before allowing the request to reach the agent. Requests from users who do not meet the configured requirements can be rejected before the agent runs. The authorization context can then be passed on when the agent accesses other services, allowing those services to determine which information the user is permitted to access. Access controls remain outside the agent AWS demonstrates the approach across DynamoDB, Amazon Bedrock Knowledge Bases, and Salesforce. For DynamoDB, access can be restricted to records associated with the user’s department. Salesforce can similarly apply its own sharing rules so that the agent receives only records available to the individual user. Amazon Bedrock Knowledge Bases uses metadata filtering to limit retrieved documents to the appropriate department. AWS notes that this control operates at the application layer and recommends separate knowledge bases with IAM policies where stricter isolation is required. The broader goal is to avoid giving an AI agent broad access and trusting it to filter sensitive information correctly. Instead, AWS recommends configuring underlying services to reject unauthorized requests “regardless of what the agent asks for.” “This way, the agent’s credentials are inherently limited to the requesting user’s permissions, and no amount of prompt manipulation can bypass those boundaries,” authors Anshu Bathla, Prafful Gupta, and Rohit Verma, concluded.
helpnetsecurity.comAug 20, 2026extracted
Propagate user authorization context in AI agents with Amazon Bedrock AgentCore
Many teams now deploy AI agents that pull from Amazon DynamoDB tables, document repositories, software as a service (SaaS) platforms, and internal knowledge bases to answer questions and automate workflows. A key risk in these deployments is that the agent has no awareness of who’s asking, so it might return data the user shouldn’t see. If you’re using Amazon Bedrock AgentCore to build AI agents that access multiple data sources, you need each user to see only the data they’re authorized to access. In this post, you learn patterns for propagating user authorization context through your agents so access control is enforced by infrastructure and downstream services, not by agent code. In this post, we show you how to deploy agents that enforce least privilege access without writing authorization logic in the agent itself. This approach follows AGENTSEC03 best practice in the AWS Well-Architected Agentic AI Lens . Use case Consider an example of a customer relationship management (CRM) chat application where employees from Sales and Finance departments interact with an AI agent to access customer information. Employees use the same chat interface and the same agent, but each department needs isolated access to their respective data: Sales needs access to customer contracts, pricing strategies, and sales pipeline data Finance needs access to customer invoices, payment records, and financial reports The AI agent accesses three types of data sources on behalf of users: Customer records in Amazon DynamoDB , partitioned by department Department-specific documents in Amazon Bedrock Knowledge Bases (stored in Amazon Simple Storage Service (Amazon S3) ) External CRM data in Salesforce When a Sales employee asks, “Show me customer contracts,” the agent must retrieve only Sales department contracts, not Finance invoices. This enforcement must happen outside the agent so that even if the agent is compromised through prompt injection or application bugs, it can’t access unauthorized data. Note: Although we use department-based scoping in this example, the pattern generalizes to any custom claim you define, whether it represents a role, business unit, geographic region, or project assignment. Architecture overview The following diagram shows the architecture used in this demonstration. Figure 1: Target architecture The data flow shown in Figure 1 includes: A user opens the chat application and authenticates with Amazon Cognito user pool , which acts as the identity provider (IdP). A pre token generation Lambda trigger (V2) enriches the JSON Web Tokens (JWTs) with a custom claim and AWS session tag metadata before returning them to the user. The web app routes the user’s request along with the access token to the agent deployed on Amazon Bedrock AgentCore Runtime. Bedrock AgentCore Runtime validates the inbound JWT and, through Bedrock AgentCore Identity , issues a workload access token that binds the user and agent identities, and then invokes the agent. For queries requiring internal documents, the agent uses its AWS Identity and Access Management (IAM) role to query Amazon Bedrock Knowledge Bases (backed by an Amazon S3 vector store) with metadata filtering, and DynamoDB with user-scoped session-tagged credentials. For queries requiring external data, Bedrock AgentCore Identity retrieves credentials from AWS Secrets Manager and performs an on-behalf-of token exchange ( RFC 8693 ) with Salesforce, returning a user-scoped access token. The agent calls the Salesforce REST API using the user-scoped token. Salesforce applies sharing rules and returns only records the user is authorized to access. This architecture follows two key principles. The agent acts as an orchestrator, not a gatekeeper; it coordinates tool calls and reasoning but doesn’t control access to data. Authorization is enforced by downstream services. The agent doesn’t store credentials to data stores; instead, each request gets temporary, user-bound access tokens. In the following sections, we dive deep into each data source to show how these principles are achieved in practice. Initial user authentication with IdP When an employee opens the chat application, they authenticate using their corporate credentials. For this example, you use Amazon Cognito user pools as the IdP. You can also achieve this with other IdPs such as Entra ID or Okta. The pre token generation Lambda trigger (V2) captures the user’s custom department context and adds it to the tokens to both the identity (ID) token and access token that Bedrock AgentCore Runtime uses for authorization decisions each serving a distinct purpose. The access token is used by the Bedrock AgentCore Runtime custom JWT authorizer for inbound authorization. The ID token also receive the https://aws.amazon.com/tags claim (used by AWS Security Token Service (AWS STS)) for session tags). The https://aws.amazon.com/tags claim is the specific format required by AWS STS to extract session tags during AssumeRoleWithWebIdentity . For more information and step-by-step guidance see How to customize access tokens in Amazon Cognito user pools . The following example shows the key logic within a pre token generation Lambda handler function configured as a trigger on your Amazon Cognito user pool. This code runs automatically when a user authenticates, extracting their department attribute and adding it as a custom claim to both ID Token and access token. import json def lambda_handler(event, context): department = event['request']['userAttributes'].get('custom:department', '') event['response']['claimsAndScopeOverrideDetails'] = { 'idTokenGeneration': { 'claimsToAddOrOverride': { 'department': department, 'https://aws.amazon.com/tags': { "principal_tags": {"department": [department]}, "transitive_tag_keys": ["department"] } } }, 'accessTokenGeneration': { 'claimsToAddOrOverride': { 'department': department } } } return event Inbound authorization by AgentCore Runtime When the user request reaches AgentCore Runtime, the Inbound JWT authorizer performs two checks as shown in Figure 2. It validates the JWT token with Amazon Cognito (the configured IdP) by cryptographically verifying the token’s signature, confirming it is non-expired, and checking it was issued by the trusted IdP. It then extracts the department claim from the validated token and compares it against the expected value configured in the authorizer, any token without a matching claim is rejected before the agent code is invoked. Figure 2: Inbound JWT authorization The following example shows the inbound JWT authorizer configuration that you pass when deploying your agent to AgentCore Runtime. This configuration tells AgentCore which IdP to validate against and which custom claim value to enforce for this agent. In this example, inboundTokenClaimName is department, inboundTokenClaimValueType declares the claim type as STRING_ARRAY , and authorizingClaimMatchValue specifies the allowed values ( [“Sales”, “Finance”] ) with the CONTAINS_ANY operator. The authorizer validates that the department claim is present in the token and matches one of these values, ensuring only authenticated users from the Sales or Finance department can invoke the agent. authorizer_config = { "customJWTAuthorizer": { "discoveryUrl": discovery_url, "allowedClients": [client_id], "customClaims": [ { "inboundTokenClaimName": "department", "inboundTokenClaimValueType": "STRING_ARRAY", "authorizingClaimMatchValue": { "claimMatchValue": ["Sales", "Finance"] "claimMatchOperator": "CONTAINS_ANY" } } ] } } Note: AgentCore Runtime automatically creates a workload identity for each deployed agent. A workload identity represents the digital identity of your agents within the AWS environment. It allows agents to maintain consistent identity whether they’re using IAM roles for AWS resource access, OAuth 2.0 tokens for external service integration, or API keys for third-party tool access. Passing the user context for agent outbound authorization After the inbound JWT token is validated and the user’s authorization context is confirmed, the agent must propagate this context to downstream resources. The fundamental security challenge here is how to design a system so that an agent acting on behalf of a user can only access data that user is authorized to see, even if the agent itself is compromised. The traditional approach of granting the agent broad credentials and relying on application-level filtering (such as adding WHERE clauses to queries) creates a single point of failure. If an attacker manipulates the agent through prompt injection or exploits a bug in the filtering logic, the full dataset becomes accessible. A more resilient design moves authorization enforcement out of the agent’s application code and into the infrastructure layer wherever possible. Instead of trusting the agent to filter results correctly, you configure the underlying services—IAM policies, database access controls, SaaS sharing rules—to reject unauthorized requests regardless of what the agent asks for. This way, the agent’s credentials are inherently limited to the requesting user’s permissions, and no amount of prompt manipulation can bypass those boundaries. Where infrastructure-level enforcement isn’t yet available, such as metadata filtering in Amazon Bedrock Knowledge Bases, the agent applies application-layer controls as a complementary measure. The following sections demonstrate how this principle applies to each data source in our architecture. Pattern 1: Scoping DynamoDB access to the requesting user For DynamoDB access, you can use AssumeRoleWithWebIdentity with session tags to create per-request, user-scoped credentials rather than granting the agent a static IAM role with direct table access. The agent passes the user’s signed ID token to AWS STS, which extracts the department tag from the token’s https://aws.amazon.com/tags claim and returns temporary credentials constrained to that department’s data partition. This moves access control from agent code to IAM policy evaluation. STS additionally validates the token’s audience (aud) claim against the IAM OIDC provider configuration, preventing tokens issued for other app clients from being used to assume the role. The following diagram shows this flow (Figure 3). Figure 3: DynamoDB access using AssumeRoleWithWebIdentity and session tags Prerequisites (one-time setup): Before this runtime flow can execute, complete the following configuration: Register Amazon Cognito as an IAM OIDC provider. Although the user authenticates using the Cognito API ( USER_PASSWORD_AUTH ), STS requires Cognito to be registered as an OIDC provider so it can discover and validate ID tokens. Configure the allowed client IDs (audiences) on the provider to match your application’s app client ID. CognitoOIDCProvider: Type: AWS::IAM::OIDCProvider Properties: Url: !Sub 'https://cognito-idp.${AWS::Region}.amazonaws.com/${CognitoUserPoolId}' ClientIdList: - !Ref CognitoAppClientId ThumbprintList: - '<thumbprint>' Configure the UserScopedDynamoDBRole trust policy to include both sts:AssumeRoleWithWebIdentity and sts:TagSession permissions, with the Amazon Cognito OIDC provider as the federated principal. { "Version": "2012-10-17", "Statement": [{ "Effect": "Allow", "Principal": { "Federated": "arn:aws:iam::111122223333:oidc-provider/cognito-idp.us-east-1.amazonaws.com/us-east-1_EXAMPLE" }, "Action": [ "sts:AssumeRoleWithWebIdentity", "sts:TagSession" ], "Condition": { "StringEquals": { "cognito-idp.us-east-1.amazonaws.com/us-east-1_EXAMPLE:aud": "<app-client-id>" } } }] } By default, AgentCore Runtime drops custom headers as a security measure. To allow the X-Id-Token header through to the agent container, configure it in the agent runtime’s requestHeaderAllowlist so the ID token is forwarded to agent code. The following configuration tells AgentCore Runtime to forward only the X-Id-Token header to agent code, dropping other non-standard headers: request_header_config = { 'requestHeaderAllowlist': ['X-Id-Token'] } How it works: The user navigates the web application. The user authenticates with Amazon Cognito using USER_PASSWORD_AUTH . The JWT is issued with a custom department claim and the https://aws.amazon.com/tags claim for STS session tagging (covered in the preceding Initial user authentication with IdP section). Amazon Cognito returns the enriched tokens to the frontend. The access token carries the department claim for inbound authorization. The ID token carries both the department claim and the https://aws.amazon.com/tags claim for downstream STS calls. The user asks the agent a question (for example, “Show Q4 sales pipeline”). The frontend calls AgentCore Runtime, passing two tokens: the Amazon Cognito access token in the Authorization header (for inbound authorization), and the user’s ID token as a custom X-Id-Token header (for downstream STS calls). AgentCore Runtime validates the JWT and verifies the department claim matches the allowed values configured in the inbound authorizer. If validation fails, the request is rejected with HTTP 401 before agent code executes. After validation, AgentCore forwards the request to the agent container along with the allowed X-Id-Token header. The agent calls sts:AssumeRoleWithWebIdentity with the ID token. This call targets a single shared UserScopedDynamoDBRole . The following is the agent code for this step: def _scoped_dynamodb_resource(id_token: str): """Assume user-scoped role and return DynamoDB resource.""" sts = boto3.client('sts') response = sts.assume_role_with_web_identity( RoleArn=USER_SCOPED_DYNAMODB_ROLE_ARN, RoleSessionName="agent-user-session", WebIdentityToken=id_token, DurationSeconds=900 ) creds = response['Credentials'] session = boto3.Session( aws_access_key_id=creds['AccessKeyId'], aws_secret_access_key=creds['SecretAccessKey'], aws_session_token=creds['SessionToken'] ) return session.resource('dynamodb') AWS STS validates the token against the Amazon Cognito OIDC provider registered in IAM. STS verifies the token’s cryptographic signature, expiration, issuer, and audience ( aud ). The aud claim in the ID token must match one of the client IDs configured on the IAM OIDC provider resource. This prevents a valid token issued by the same Cognito user pool but for a different app client from being accepted. Note that the agent’s own execution role has no DynamoDB access and only permits sts:AssumeRoleWithWebIdentity , so even a compromised agent can’t bypass this flow. Note: Amazon Cognito user pools expose a standard OpenID Connect discovery endpoint, which is what you register as the trusted OIDC provider in IAM, even though the user signs in through the Cognito authentication APIs. When STS validates the token, it checks that the aud claim matches the client ID configured in the IAM OIDC provider. Tokens whose audience doesn’t match are rejected, adding a second control alongside signature and issuer validation. AWS STS extracts the https://aws.amazon.com/tags claim and creates a session with aws:PrincipalTag/department set. The trust policy’s sts:TagSession permission (configured in the prerequisites) enables this. Without it, STS silently drops the session tags and subsequent access is denied. AWS STS returns temporary credentials. These credentials are user-scoped and tamper-proof because the session tags are derived from the cryptographically signed JWT, not from agent code. The agent queries DynamoDB using these credentials. IAM evaluates the dynamodb:LeadingKeys condition against ${aws:PrincipalTag/department} . Only the user’s department partition is accessible. Because IAM evaluates this condition at the policy level, even if agent code is manipulated using prompt injection, cross-department access is denied. The following is an example of the permission policy on the role: { "Version": "2012-10-17", "Statement": [{ "Effect": "Allow", "Action": ["dynamodb:GetItem", "dynamodb:Query"], "Resource": "arn:aws:dynamodb:us-east-1:111122223333:table/CustomerRecords", "Condition": { "ForAllValues:StringEquals": { "dynamodb:LeadingKeys": ["${aws:PrincipalTag/department}"] } } }] } DynamoDB returns only the records from the user’s authorized department partition. Cross-department data is never returned because the IAM policy blocks the API call itself. It doesn’t rely on post-query filtering. The agent receives the authorized results and passes them to the LLM for natural language response composition. The composed response is returned to the frontend application and displayed to the user. Pattern 2: User-scoped authorization to Amazon Bedrock Knowledge Bases For documents stored in Amazon Bedrock Knowledge Bases, the agent applies metadata filtering at query time. Each document is tagged with a Department metadata attribute during ingestion. Amazon Bedrock Knowledge Bases using metadata filtering to implement the data authorization. You need to provide metadata files alongside the source data files with the same name as the source data file and .metadata.json suffix while uploading data in Amazon S3. Amazon Bedrock Knowledge Bases ingests these documents along with corresponding metadata file. The metadata attributes are stored alongside the vectors as filterable fields in the index. Each metadata file contains a simple JSON structure with the department attribute. The following example shows the complete content of a metadata file for Sales department documents: {"metadataAttributes": {"Department": “Sales"}} When the agent queries Amazon Bedrock Knowledge Bases, it calls the bedrock:Retrieve action and appends the retrievalConfiguration filter scoped to the user’s department. The department value is extracted from the JWT access token that the agent received during inbound authorization. response = client.retrieve( knowledgeBaseId=KNOWLEDGE_BASE_ID, retrievalQuery={"text": user_query}, retrievalConfiguration={ "vectorSearchConfiguration": { "filter": {"equals": {"key": "Department", "value": department}} } } ) Note: Metadata filtering is application-layer enforcement. The bedrock:Retrieve API doesn’t expose metadata filter content as an IAM condition key. For stricter isolation, consider separate knowledge bases per department with IAM resource-level policies. Pattern 3: User-scoped access to external services using on-behalf-of token exchange We use Salesforce as an example of an external service integration. The same on-behalf-of (OBO) token exchange pattern applies to external service that supports RFC 8693 or a compatible token exchange mechanism. External services like Salesforce don’t support IAM-based access control, so you need a different mechanism to propagate user identity. The AgentCore Identity OBO token exchange (RFC 8693) provides this by exchanging the user’s authenticated identity for a user-scoped token that the external service will recognize and enforce natively. AgentCore Identity supports three OAuth patterns for external service access. With client credentials—Two-Legged OAuth (2LO) or machine-to-machine (M2M)—the agent authenticates as a service account and receives a token with broad access. The agent is then responsible for filtering data in queries, which makes this pattern suitable when accessing organization-wide data that isn’t scoped to an individual user. A variation of this pattern embeds user context as custom claims within the agent’s M2M token itself, see Empower AI agents with user context using Amazon Cognito . With Authorization Code (3LO), the user explicitly consents through a browser redirect and the external service enforces per-user access. This works when per-service consent is required, but it demands user interaction during the flow, making it impractical for background agent operations. Learn more about this in Secure AI agents with Amazon Bedrock AgentCore Identity on Amazon ECS . With OBO token exchange, the user’s already-authenticated identity is exchanged for a service-scoped token without any additional user interaction, and the external service enforces access. For this use case, OBO is the most appropriate pattern. The user has already authenticated at the entry point (through the IdP), and the agent needs to act on their behalf across multiple services without prompting for additional consent. OBO propagates user identity end-to-end without the agent holding credentials, scales automatically with no per-user token storage, and allows downstream services to enforce their own authorization (sharing rules, role-based access control (RBAC)). Because no browser redirect is needed, OBO works seamlessly for background tool calls where the user isn’t present in a browser session. Figure 4 demonstrates the complete flow when using OBO token exchange. Figure 4: End-to-end user authorization flow for external access How it works: The user navigates to the web application. The user authenticates with Amazon Cognito using USER_PASSWORD_AUTH . A pre token generation Lambda function injects the custom department claim into the token (covered in the preceding Initial user authentication with IdP section). Amazon Cognito returns the tokens to the frontend. The access token is issued with the department claim. The user asks the agent a question (for example, “Show me Sales opportunities”). The frontend calls AgentCore Runtime with a single agent Amazon Resource Name (ARN), passing the Amazon Cognito access token: POST /invocations, Authorization: Bearer {access_token} . AgentCore Runtime validates the inbound JWT (signature, expiration, issuer, and custom claims including the department claim). After successful validation, AgentCore Runtime extracts the user identity from the JWT and calls the GetWorkloadAccessTokenForJWT API to exchange it for a workload access token . The agent code receives the workload access token through the invocation payload header. Workload access tokens are exclusively for accessing Amazon Bedrock AgentCore services and can’t be used directly for external services. The agent calls AgentCore Identity ( GetResourceOauth2Token ) with the workload access token, requesting a Salesforce token through the configured OBO (on-behalf-of) credential provider. AgentCore Identity validates the caller identity and agent identity, then accesses the stored client credentials from Secrets Manager. If a previously stored OAuth access token has expired, AgentCore Identity automatically obtains a new one using the client credentials, reducing the need for manual token lifecycle management in agent code. The agent code uses the @requires_access_token decorator to invoke this flow: @requires_access_token( provider_name="salesforce-token-exchange", scopes=[], auth_flow="ON_BEHALF_OF_TOKEN_EXCHANGE", ) def _get_salesforce_token_sync(*, access_token: str) -> str: return access_token On the AWS side, this requires an AgentCore Identity OAuth Client configured with Grant type: Token Exchange , Actor token: None , pointing to the Salesforce token endpoint. The Salesforce Connected App consumer secret is stored in Secrets Manager (the agent doesn’t access it directly). AgentCore Identity performs RFC 8693 token exchange with the Salesforce token endpoint, sending the user identity as the subject_token . AgentCore Identity performs this secure token exchange for user-delegated access based on the configured OAuth 2.0 credential provider. The agent can’t request tokens for arbitrary users because the workload access token cryptographically binds the request to the authenticated user. Salesforce validates the token against the registered Amazon Cognito auth provider configured in Salesforce Setup. Salesforce resolves the user using FederationIdentifier . On the Salesforce side, this requires: Amazon Cognito registered as an OpenID Connect auth provider A token exchange handler (Apex class extending Auth.Oauth2TokenExchangeHandler ) that resolves users by FederationIdentifier Token exchange flow enabled on the connect app or external client app Each user’s FederationIdentifier set to their Amazon Cognito subject’s ( sub ) unique user identifier (UUID). Sharing rules configured to enforce department-scoped record access The federation ID ( sub ) is immutable and can’t be spoofed by the agent, because it originates from the cryptographically signed identity token. Salesforce returns a user-scoped access token to AgentCore Identity, which passes it back to the agent. Agent calls the Salesforce REST API using the user-scoped token. No department filtering is needed in the Salesforce Object Query Language (SOQL) query because Salesforce enforces access through sharing rules: @tool def query_salesforce_opportunities(query_text: str) -> str: access_token = _get_salesforce_token_sync() # No department filter needed. Salesforce sharing rules enforce access. soql = "SELECT Id, Name, Amount, StageName, CloseDate FROM Opportunity ORDER BY CloseDate DESC LIMIT 10" response = requests.get( f"{SALESFORCE_URL}/services/data/v59.0/query?q={urllib.parse.quote(soql)}", headers={"Authorization": f"Bearer {access_token}"}, timeout=30, ) return json.dumps(response.json().get("records", [])) Salesforce applies sharing rules and returns only records the user is authorized to access. The agent doesn’t hold Salesforce credentials (refresh tokens, client secrets), these remain with AgentCore Identity. The agent’s LLM composes a response from the returned records. The frontend displays the results to the user. Conclusion In this post, you learned how to enforce consistent, end-to-end authorization in agentic AI applications by propagating user context from Amazon Cognito through Amazon Bedrock AgentCore to downstream resources. We showed you three patterns: Per-request user-scoped credentials using AssumeRoleWithWebIdentity with session tags, evaluated by IAM attribute-based access control (ABAC) policies to access Amazon DynamoDB Department-scoped metadata filtering at the application layer to access Amazon Bedrock Knowledge Bases. On-behalf-of token exchange (RFC 8693) using AgentCore Identity, with Salesforce-native sharing rules governing access to external CRM data. The key takeaway is that the agent coordinates work but doesn’t decide who can access what. Access decisions are made by infrastructure-level controls and the downstream service’s authorization model. This layered approach means that even if the agent behaves unexpectedly, unauthorized data access is still blocked. You can use this as a reference implementation and adapt it to your requirements by choosing authorization attributes relevant to your organization (such as department, role, business unit, or region), integrating additional data sources, or extending the token exchange patterns to other external services. Next steps Explore the sample code sample-authorization-context-with-agentcore for the complete reference implementation For a deeper overview of workload identities and credential management, see Securing AI agents with Amazon Bedrock AgentCore Identity For the Authorization Code (3LO) pattern on self-hosted compute, see Secure AI agents with Amazon Bedrock AgentCore Identity on Amazon ECS For M2M token customization with embedded user context, see Empower AI agents with user context using Amazon Cognito For IAM scoping patterns in Model Context Protocol (MCP)-based agent architectures, see Secure AI agent access patterns to AWS resources using MCP . For agent identity and permission management best practices, see AGENTSEC03 in the AWS Well-Architected Agentic AI Lens If you have feedback about this post, submit comments in the Comments section below. Anshu Bathla Anshu is a Sr. Lead Consultant – Security at AWS, based in Gurugram, India. He works with customers across diverse verticals to help strengthen their security infrastructure and achieve their security goals. Outside of work, Anshu enjoys reading books and gardening at his home garden. Connect with him on LinkedIn . Prafful Gupta Prafful is a DevOps Engineer at AWS, based in Gurugram, India. Having started his professional journey with Amazon, he specializes in DevOps and generative AI solutions, helping customers navigate their cloud transformation journeys. Beyond work, he enjoys networking with fellow professionals and spending quality time with family. Connect with him on LinkedIn . Rohit Verma Rohit is a Delivery Consultant – Security, Risk and Compliance at AWS, based in Gurugram, India. He partners with customers across multiple industries to strengthen their security posture, leading risk consulting engagements, and security deliverable reviews. Outside of work, Rohit is a fitness enthusiast who enjoys music and reading non-fiction books. Connect with him on LinkedIn .
aws.amazon.comAug 19, 2026extracted
CISA gives feds 3 days to fix actively exploited Ray RCE bug
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comAug 18, 2026extracted
Apple plugs image-processing hole ripe for spyware abuse
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comAug 18, 2026extracted
One Attacker Has Scraped Both Salesforce and ServiceNow Portals Since 2025
A single piece of infrastructure has been pulling records out of Salesforce and ServiceNow customer portals across multiple industries for more than a year, according to research published this week by agent security platform Reco. The activity, which Reco has named the City Forum campaign after a domain tied to the attacker's IP address, traces back to one server: 158.220.87.79, hosted on a commodity VPS through the German provider Contabo. Every request from that server carries the same fingerprint, the default user agent of Go's net/http library, which tells researchers the tool behind it is a compiled, purpose built program rather than anything run from a browser. Passive DNS shows the same domain pointed at that IP as far back as March 2025, and the server has not moved since. Targets identified so far span telecoms, banks and other financial services firms, enterprise software vendors including security and data privacy companies, and public sector portals, though Reco has not named individual organizations. What sets this campaign apart from prior Salesforce guest access abuse, including the widely reported activity attributed to ShinyHunters, is the range of surfaces it touches. Most known attackers in this space lean on Salesforce's older Aura framework, sending high volumes of guest requests to enumerate objects and page through records. This actor does that too, and Aura still accounts for the bulk of the traffic Reco observed, with one target logging over 560,000 events from the same IP. But the tool also reaches Salesforce's newer Lightning Web Runtime sites through the UI-API, a data layer that has no public write ups or known scanning tools associated with it, walking through API versions v56.0 through v66.0 in sequence. On top of that, the same server hammers a native ServiceNow Service Portal search endpoint, POST /api/now/sp/search, that carries almost no public documentation of its own. According to Reco's writeup, the common thread across every technique is the same underlying issue: a guest identity that was granted more access than the site actually needed to serve the public. Salesforce Experience Cloud sites and ServiceNow portals both maintain a persistent guest user that unauthenticated visitors execute as, and that user cannot be deleted, only restricted. If the guest profile can read a record, the record is effectively public, whether or not the site requires login to view it in a browser. The research lays out concrete detection steps for security and IT teams on both platforms. On Salesforce, defenders with Event Monitoring or Shield can pull AuraRequest and Sites log events and look for the Go-http-client user agent, the specific IP, and request paths containing /webruntime/api/services/data, alongside spikes in self registration attempts at /SiteRegister and /CommunitiesSelfReg. On ServiceNow, the transaction log table syslog_transaction can be filtered by source IP and by URLs starting with /api/now/sp/search, with guest created rows and unusual output length flagged as the clearest signal of a live sweep. Remediation, per the research, centers on tightening the guest profile rather than the endpoints themselves, since both the UI-API and the ServiceNow search endpoint are working as designed. On Salesforce, that means reviewing guest sharing rules, stripping unnecessary object and field level access from the guest profile, disabling self registration where it is not required, and turning off the Experience Builder setting that allows guest users to reach public APIs. On ServiceNow, the fix is mapping which search sources are exposed to public facing portals and auditing the Knowledge Base read criteria that decide what an anonymous search actually returns. Reco says the infrastructure behind the campaign is still active and the volume is climbing, and the firm has not attributed the activity to a specific named group. The full technical breakdown, including request signatures, sample queries, and a closer look at how the Service Portal search endpoint decides what to hand back to an anonymous caller, is available in Reco's writeup of the City Forum campaign. Security leaders weighing how much of their budget to put toward this kind of app exposure, versus other priorities competing for the same dollars, can find a planning framework in Reco's guide to AI security investment, which covers how to size budget, evaluate vendors, and build a business case for the board.
thehackernews.comAug 18, 2026extracted
Week in review: Salesforce and ServiceNow portals exposed for 17 months, exploited Metabase 0-day
Week in review: Salesforce and ServiceNow portals exposed for 17 months, exploited Metabase 0-day Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: GitHub Dependabot malware alerts now cover eight ecosystems GitHub has flagged npm malware since March 2026. Anyone pulling in a bad PyPI, Maven, RubyGems, NuGet, Go, crates.io, or PHP Composer package has had no such warning, because GitHub’s malware detection only ever watched one ecosystem. That changed this month. Dependabot malware alerts, which had run on npm data alone, now draw on all eight ecosystems the moment a user turns malware alerts on. Dependabot itself already runs across more than 30 million repositories and 34-plus package ecosystems overall, which gives a sense of the scale the malware pipeline now has to operate at. An AI tool found 84 flaws in 5G network software and 23 of them still have no fix Researchers at Nanyang Technological University turned a set of AI agents loose on the software that runs 4G and 5G phone networks, and the agents came back with 84 security flaws nobody had reported before. Developers have confirmed 83 of them, and 81 now carry CVE numbers. Post-quantum migration gets harder when every user holds a key In this Help Net Security interview, Christopher Smith, CEO of Quantus, discusses what cryptographic inventories turn up in banks and hospitals, including default passwords and admin keys still held by former employees. A stranger has been reading Salesforce and ServiceNow portals worldwide for 17 months Most security stories start with something broken. This one starts with everything working as designed. Researchers at Reco have been tracking a campaign they call City-Forum, named after a domain registered in 2002, abandoned, and now resolving to a generic rented server from a German hosting provider. From that server, someone has been pulling records out of Salesforce and ServiceNow portals around the world. N-able ships second N-central hotfix as attackers keep exploiting CVE-2026-18577 To help customers fend off ongoing attacks, N-able released a second security hotfix for N‑central, its monitoring and management (RMM) solution popular with managed service providers (MSPs). Metabase zero-day exploited to access Framework customer data Framework, the San Francisco-based company that designs repairable and upgradeable laptops, has suffered a data breach after attackers managed to exploit a zero-day vulnerability in the Metabase business intelligence service. According to the notification sent to affected Framework customers, the attackers accessed names, email addresses, phone numbers, physical addresses, and login IP addresses, but not payment information or records related to orders. Microsoft patches 400+ vulnerabilities, one zero-day under attack (CVE-2026-68820) Microsoft’s August 2026 Patch Tuesday delivered security fixes for 400+ vulnerabilities, including one that has been exploited in zero-day attacks (CVE-2026-68820) and three that were publicly disclosed prior to the release of the patches. Cisco fixes vulnerability exploited to DoS its firewalls (CVE-2026-20349) A high-severity vulnerability (CVE-2026-20349) is being leveraged by attackers to temporarily interrupt the operation of Cisco firewalls, the company has confirmed. The flaw has been added to CISA’s Known Exploited Vulnerabilities catalog and needs to be remediated by US civilian federal agencies by August 14, 2026. Who will be the Stanislav Petrov in your organization? Recent reports of “rogue AI” systems hacking companies reminded Brian Honan, CEO, BH Consulting, of Stanislav Petrov. In 1983, Soviet computers falsely detected a US nuclear missile launch. Instead of trusting the system, Petrov applied human judgement and correctly identified it as a false alarm, potentially preventing nuclear war. That is why the recent incidents involving OpenAI and Hugging Face, Anthropic, Meta, and the UK’s AI Security Institute deserve the attention of CISOs and boards. 338 million attack simulations reveal the state of enterprise defense First, a bit of good news: Enterprise defenses are recovering. However, it’s a narrow recovery, with a twist. Today, organizations are better at stopping loud attacks but have barely moved the needle at all against the quiet ones. This data, and a lot more, comes straight from the newly published Blue Report 2026, the fourth annual comprehensive study from Picus Labs. Four corporate investigation mistakes organizations make under pressure In this Help Net Security video, Christine Gadsby, VP and Chief Security Advisor at BlackBerry, explains why corporate investigations go wrong before the forensic team arrives. The first hours matter more than leaders assume. Access gets granted, conversations start, and decisions get made that later affect chain of custody, privilege, and how regulators judge the process. How to report an AI Act violation in the EU The EU’s fight to regulate AI models entered a new chapter on 2 August 2026, when the European Commission’s AI Office and national authorities began enforcing the AI Act. It creates a common set of rules for AI systems used or sold in the EU, with the goal of encouraging innovation while protecting people’s safety and fundamental rights. Chainloop: Open-source evidence store and policy engine for the software supply chain Chainloop is an open source evidence store for the software supply chain. A command line tool runs inside a GitHub Actions, GitLab, Jenkins, or Dagger pipeline, picks up what the build produced, uploads those files to content-addressable storage, and references each one in a signed in-toto attestation. in-toto is a specification for recording who ran which step of a build, so the record can be checked afterward. Microsoft Entra ID is removing an extra MFA hurdle for Windows Hello and macOS PSSO users Microsoft is changing how Entra ID handles MFA for people who sign in with Windows Hello for Business (WHfB) or macOS Platform Single Sign-On (PSSO). The rollout reaches worldwide and GCC tenants starting early October 2026, with completion expected by late November. Cyberattack on Steam hardware shipper leaks names, addresses, and order data Video game publisher Valve is alerting customers in Europe to a data breach at CEVA Logistics, its Steam hardware shipping partner. Reports from affected customers began surfacing on social media earlier today, after Valve started sending out data breach notification emails. Previously unseen entry vector used to breach Polish energy plant The December 29 cyberattack on a Polish combined heat and power (CHP) plant was the first observed case of attackers gaining access to an OT network through a private APN, according to CERT Polska. The private APN is a dedicated mobile network that a Distribution System Operator (DSO), the company running the local electricity grid, sets up with a mobile carrier. GPT-5.6-Cyber refuses security researchers’ requests far less often GPT-5.6-Cyber is a new OpenAI model built on GPT-5.6 Sol, trained to find zero-day vulnerabilities and build exploit chains, with fewer refusals on higher-risk, dual-use work. Model is available only through Daybreak Red, the higher tier of OpenAI’s vetted access program for cybersecurity professionals. Ransomware gangs don’t need control system access to disrupt industrial production Disrupting IT systems that support industrial environments can be enough to interrupt production, even when ransomware operators do not gain direct access to industrial control systems (ICS), according to Dragos. The company identified 1,140 ransomware incidents involving industrial organizations in the second quarter of 2026, up 12% from 1,020 in Q1. Malicious SIMs can hijack smartphones, steal files, and lock them onto 2G Researchers have found that compromised or malicious SIM cards can issue commands to some smartphones and cellular-connected devices, allowing attackers to steal information, disrupt communications, downgrade connections to 2G, and in some cases execute code. Ready-made $500 kit puts a crypto scam within anyone’s reach A seller on a cybercrime forum is offering a ready-made scam kit for $500, complete with an admin panel that tracks victims, checks their crypto wallets for value, and inflates fake balances to squeeze out more money, Malwarebytes found. Split-second deepfake glitch blows digital certificate fraudster’s cover Spanish police have arrested a man in Murcia accused of using deepfake software to trick a certificate provider’s video identity checks in an attempt to obtain digital signatures he could use for financial fraud. Lazarus hackers pair fake job offers with Windows zero-day exploit The North Korea-linked Lazarus group is using fake job offers, trojanized PDF software and a Windows zero-day in attacks aimed primarily at the defense sector, Check Point researchers have found. Signal’s new security feature checks if your encrypted chats were tampered with Signal has introduced a feature called automatic key verification, giving users a new way to confirm that nobody has secretly interfered with their encrypted chats. 153GB of stolen credentials surface after LiteLLM supply chain attack A massive 153GB archive stolen during the LiteLLM supply chain attack exposes credentials and other sensitive data linked to thousands of corporate domains, including AWS, Samsung, Cisco, and Salesforce. Hudson Rock says it obtained and analyzed the archive, which contains 433,909 files, and attributed 118,829 CI runner dumps to 2,488 corporate domains. Attackers exploit critical SharePoint flaw after PoC goes public (CVE-2026-55040) Threat actors have begun exploiting a critical Microsoft SharePoint flaw following the release of proof-of-concept (PoC) exploit code by Rapid7. Tracked as CVE-2026-55040, the vulnerability was patched by Microsoft as part of its July 2026 Patch Tuesday updates. White House authorizes private US companies to hack foreign criminal networks President Trump signed a National Security Presidential Memorandum on August 12 allowing vetted private companies to run offensive cyber operations against foreign threat actors, under the control and oversight of the US government. Ukrainian police raid 94 fraudulent call centers, seize $2 million Ukrainian police have disrupted 94 fraudulent call centers during a nationwide operation that involved more than 400 searches and the seizure of thousands of computers, phones, and SIM cards. New Android malware relays bank cards to fraudsters while victims still hold them Group-IB researchers discovered WindRelay, a new Android malware built to capture live payment card data over NFC (Near Field Communication) and relay it to attackers in real time. WindRelay is paired with the SpyNote remote access trojan, which gives attackers remote access to a victim’s device. 71% of CISOs spend 10+ hours on board reports Boards want evidence that security controls and architecture reduce business risk, expressed in terms of resilience, consequence, and decision relevance. Translating technical findings into business language remains a major time burden for CISOs, who are calling for simpler data delivery, better frameworks, and better context. Pulse Security AI’s The CISO-Board Communication Gap report found that board members bring external information into discussions while many organizations still lack a formally defined cyber risk appetite. Product showcase: Enpass Password Manager breaks away from the proprietary cloud model Enpass is a password manager that stores passwords, passkeys, payment cards, identities, secure notes, software licenses, and other sensitive information in encrypted vaults. Vaults remain on the device or in a cloud storage service selected by the user. OpenAI locks down Astra over potential critical cyber capabilities OpenAI’s internal evaluation of its upcoming model, Astra, found significant advances in agentic coding and cybersecurity, leading the company to conclude that it cannot rule out the model reaching the critical capability level for cybersecurity under its Preparedness Framework. Anthropic to put AI in charge of reviewing Claude Code actions by default Anthropic will make auto mode in Claude Code the default for new sessions on Pro, Max, and Team plans starting August 14. Users who previously selected a different default may receive a one-time prompt asking whether they want to switch to auto mode. Your security vendor gets the frontier cyber model, you get the findings Selected red team specialists can now use OpenAI’s cyber models to find and exploit weaknesses in client applications and infrastructure. Those clients never get the models themselves. That split is the design of the Daybreak Cyber Partner Program, which OpenAI expanded on August 10: access to the underlying models stays with the approved partner and is not transferred directly to the customer. Locking your ssh-agent exposed local-only keys until OpenSSH 10.5 Lock your ssh-agent and it should sit there refusing to sign anything until you unlock it. In OpenSSH 10.4, locking it also switched off the check that tells the agent whether a request came from your own machine or arrived down a forwarded connection from a remote server. The fix shipped today in OpenSSH 10.5. AI deployments are stretching enterprise security to its limits CISOs and CTOs expect AI deployments to increase their organizations’ attack surface by an average of 14% over the next year. Nearly all lack visibility into AI deployments, and 90% are concerned about employees using unapproved AI tools outside formal oversight, according to NetFoundry’s 2026 State of Secure AI Access survey. PentestGPT: Open-source automated penetration testing agentic framework PentestGPT is an open-source penetration testing agent that points a large language model at a target and lets it work. In its default mode it runs recon, then exploit, then walkthrough, each stage feeding the next. Switch it to pentest mode and the stages become asset discovery, vulnerability identification, report. No human sits in the loop. Chrome’s anti-abuse protections block 7 billion unwanted Android notifications daily Google Chrome’s latest measures against abusive web push notifications include automatically revoking notification permissions for inactive and suspicious websites, helping reduce scams, phishing attempts, and other deceptive content. Wireshark 4.6.8 patches 28 security bugs, nine in file parsers Wireshark 4.6.8 fixes 28 security bugs in the protocol analyzer, and nine of them fire when someone opens a saved capture file. Those nine sit in file parsers, the code that reads a capture off disk before any dissection begins: pcapng, Endace ERF, Tektronix K12xx, BUSMASTER, Catapult DCT2000, Gammu DCT3, 3gpp phone logs, TTX Logger, and, on Windows only, Ixia IxVeriWave and Vector Informatik BLF. An attacker never has to touch your network for these. They only have to get you the file. Product showcase: Is this image real? Slop or Not investigates Slop or Not is an AI text and image detector for iPhone and Mac that runs entirely offline, with no account required. It uses on-device AI models powered by the Apple Neural Engine to detect AI-generated content. DDoS attacks hit record scale as 1 Tbps+ campaigns become more common DDoS attacks grew in scale during the first half of 2026, bringing larger traffic floods, shorter attack durations, and increasingly automated campaigns. Cloudflare’s H1 2026 DDoS Threat Report shows threat actors relying on multi-vector techniques and large-scale network-layer attacks to disrupt online services across multiple industries. 17 draft Cyber Resilience Act standards are open for comment A company selling a connected toy in Europe must show by the end of 2027 that the product meets the Cyber Resilience Act. The law states what manufacturers have to achieve and stops there, which leaves the toymaker to work out the technical detail alone. Seventeen draft standards, now open for comment, supply that detail. Weak IAM affects up to 98% of cloud environments Misconfiguration remains one of the leading threats to cloud environments because a single configuration error can result in public network access, unrotated keys, missing encryption, exposed services, and logging gaps. CISA now mandates baseline cloud configuration practices for US federal agencies. The hardest part of agentic AI may be rebuilding the business Organizations expect AI agents to change how work gets done, driving productivity and growth while allowing employees to focus on higher-value tasks. Few, however, have the processes and workflows needed to realize those benefits, according to Deloitte’s latest research. AWS Certificate Manager sets 2027 end date for email-validated certificate renewals AWS Certificate Manager (ACM) will phase out email validation for public certificates throughout 2027, ahead of the Certification Authority/Browser (CA/B) Forum’s March 15, 2028 deadline for ending email-based domain validation. OpenAI’s GPT-5.6 Sol runs up to 14× faster with Ultrafast mode OpenAI’s GPT-5.6 Sol on Ultrafast mode is available in limited preview to a select group of customers, launching first through the OpenAI API. The company says the service runs up to 14 times faster than Standard processing and generates up to 750 output tokens per second. Ultrafast is powered by Cerebras as part of the companies’ partnership on ultra-low-latency inference. Cybersecurity jobs available right now: August 11, 2026 We’ve scoured the market to bring you a selection of roles that span various skill levels within the cybersecurity field. Check out this weekly selection of cybersecurity jobs available right now. New infosec products of the week: August 14, 2026 Here’s a look at the most interesting products from the past week, featuring releases from A10 Networks, ScienceLogic, Searchlight Cyber, and SelectHub.
helpnetsecurity.comAug 16, 2026extracted
ChainDrop worm crawls into npm supply chain, evades standard defenses
ai and ML AI slop is good for business if you know what you're doingYour irresponsibility is someone else's opportunity SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comAug 15, 2026extracted
RingCentral data breach exposed info of 1.6 million accounts
The ShinyHunters extortion group stole personal information from 1.6 million RingCentral accounts after hacking the company in July, according to the data breach notification service Have I Been Pwned. RingCentral is a cloud-based collaboration and communication platform used by over 600,000 businesses for services such as calling, messaging, and voicemail. The company disclosed the incident on July 28, revealing that its systems were compromised following what it described as a "sophisticated social engineering campaign." "We have not seen any new unauthorized activity since taking these remediation efforts. To date, this incident has affected data for a limited portion of RingCentral customers, and we are communicating with affected customers directly," it noted. "If you are not contacted by RingCentral, you are not affected. This incident did not impact the core RingCentral platform, and our services continue to operate without disruption." Although RingCentral has not attributed the breach to a specific threat actor or hacking group and has yet to share further details on the incident, the ShinyHunters extortion gang claimed responsibility on July 27, claiming they had stolen 623GB of data. After the company refused to pay a ransom to have the stolen data destroyed, the cybercrime group leaked a compressed archive containing 280GB worth of files on their dark web leak site. While a RingCentral spokesperson didn't immediately reply when contacted by BleepingComputer to confirm ShinyHunters' claims, Have I Been Pwned confirmed the link after analyzing the leaked data and said on Thursday that it contained records for 1.6 million accounts, including names, email addresses, phone numbers, and physical addresses. "In July 2026, the cloud-based business communications platform RingCentral was the target of a ShinyHunters 'pay or leak' extortion campaign," it said. Although RingCentral has yet to share exactly how the threat actors gained access to its systems, ShinyHunters has claimed breaches at hundreds of Salesforce customers over the past year, saying they've stolen over 1.5 billion records in Salesloft Drift and Salesforce Aura campaigns. The extortion group was also linked to security breaches at more than a dozen Snowflake customers, as well as various other third-party integration providers. Most recently, ShinyHunters claimed responsibility for a new series of breaches at over 100 organizations following data-theft attacks that exploited an Oracle PeopleSoft zero-day flaw. Overall prevention scores can hide what happens after initial access. Once attackers are using valid credentials, prevention drops sharply. The Blue Report 2026 measures defenses technique by technique across 338 million simulations run in customer production environments. Get the report
bleepingcomputer.comAug 14, 2026extracted
L’evoluzione del SOC agentico
La rapidità con cui evolvono le minacce informatiche sta costringendo le organizzazioni a ridisegnare le proprie architetture di difesa. Se fino a poco tempo fa l’impiego dell’intelligenza artificiale all’interno delle strutture di monitoraggio della sicurezza rappresentava un’opzione puramente integrativa, i mutamenti dello scenario tecnologico hanno trasformato questa tecnologia in una necessità strutturale. In una approfondita intervista tecnica rilasciata allo specialista Ron Eddings, la Chief Security Evangelist di ExaForce, Aqsa Taylor, ha analizzato i fattori che rallentano l’adozione su larga scala dell’automazione nei centri operativi di sicurezza, tracciando una netta linea di demarcazione tra le vecchie logiche di gestione e i requisiti indispensabili per la difesa moderna. Indice degli argomenti La contrazione del tempo di reazione globale L’urgenza di una trasformazione radicale emerge dagli incidenti che colpiscono le grandi infrastrutture aziendali. I dati recenti evidenziano un forte affinamento delle tecniche di ingegneria sociale. I criminali riescono ormai a superare con facilità i tradizionali perimetri di autenticazione. Il caso Charter Communications Un esempio emblematico è rappresentato dal massiccio attacco subito da Charter Communications. Il gruppo criminale ShinyHunters ha sottratto ben 40 milioni di record di clienti. L’azione è avvenuta dopo il rifiuto dell’azienda di pagare il riscatto richiesto. La dinamica mette in luce la fragilità dei controlli tradizionali. L’intrusione è iniziata con una singola chiamata di vishing, ovvero phishing vocale, verso un dipendente. Attraverso la manipolazione psicologica, l’attaccante ha compromesso l’account Microsoft Entra della vittima. Ha ottenuto così un accesso diretto all’istanza Salesforce aziendale. Il gruppo ha prelevato dati sensibili come nomi, indirizzi, telefoni e ticket di supporto. Vulnerabilità infrastrutturali e zero-day Lo stesso gruppo criminale ha sfruttato una falla non patchata nel sistema Oracle PeopleSoft. Il problema era noto da tempo. Tuttavia, la correzione ufficiale è arrivata soltanto il 10 giugno. Oracle ha valutato questa vulnerabilità con un punteggio di gravità pari a 9.8 su 10. La falla non richiedeva credenziali di login. Bastava soltanto la visibilità a livello di rete. Questa caratteristica ha reso vulnerabili soprattutto le università. Le istituzioni accademiche hanno infatti infrastrutture enormi e accessibili senza autenticazione preliminare. I dati del Microsoft June Patch Tuesday confermano il collasso dei tempi di gestione delle crisi. L’azienda ha rilasciato correzioni per ben 206 vulnerabilità. Tra queste figuravano tre zero-day attivamente sfruttati sul campo. La finestra temporale tra la scoperta di una falla e il suo utilizzo malevolo si è ridotta a pochi secondi. Di fronte a uno stack tecnologico vulnerabile in tempo reale, i modelli difensivi tradizionali mostrano limiti evidenti. I limiti dei sistemi legacy e il ruolo del SOC Il dibattito sull’efficacia dell’automazione ha subito una profonda mutazione nell’ultimo anno. Nel corso del 2025, la quasi totalità degli esperti esprimeva un forte scetticismo. Oltre settanta professionisti consultati da Eddings limitavano l’uso dell’intelligenza artificiale a compiti descrittivi. La tecnologia serviva solo per la sintesi delle informazioni, escludendo l’operatività degli agenti. Il passaggio al modello agentico nel 2026 Lo scenario attuale mostra un’inversione di tendenza radicale. Le organizzazioni stanno dando pieno controllo agli agenti autonomi. Questa scelta è spinta dalla capacità degli avversari di utilizzare l’intelligenza artificiale per offensive coordinate su scala industriale. Durante il confronto, Eddings ha sollevato una questione centrale sul futuro delle architetture di sicurezza: «Cos’è un SOC basato sull’IA nel mondo di oggi? Possiamo fare di più con l’intelligenza artificiale; dovrebbe essere una strategia per l’intero ciclo di vita, non solo per il triage, ma anche per il rilevamento». Il problema della manutenzione manuale Il limite principale delle soluzioni tradizionali risiede nella gestione dei playbook statici all’interno dei sistemi SOAR. Questa attività richiede storicamente l’impiego di personale a tempo pieno. Molti strumenti si limitano a ri-prioritizzare gli alert sopra un SIEM preesistente. In questo modo l’efficacia decade per la mancanza di una comprensione profonda delle relazioni aziendali. Taylor ha chiarito questo specifico aspetto tecnico. L’esperta ha affermato: «Se una piattaforma IA si concentra solo sulla ri-prioritizzazione, dipende dagli eventi che arrivano da SIEM o XDR e spesso le manca il contesto aziendale, le relazioni di identità o le configurazioni». Senza questi dati, l’analista deve inserire manualmente le informazioni mancanti, alimentando il fenomeno del burnout. L’architettura del Knowledge Graph semantico Per superare la frammentazione dei log grezzi, la difesa si orienta verso strutture informative evolute. ExaForce ha recentemente ottenuto un piano di investimenti da 125 milioni di dollari. Queste risorse potenzieranno i team MDR e lo sviluppo del prodotto. L’azienda propone l’adozione di un Knowledge Graph semantico in tempo reale. Correlazione multilivello dei dati L’obiettivo fondamentale è arricchire i segnali grezzi raccolti dall’infrastruttura. Il sistema lega gli eventi a tre livelli informativi distinti: l’identità, la configurazione e il codice. La combinazione tra automazione algoritmica e supervisione umana rappresenta l’asse portante di questa visione. Taylor ha spiegato la necessità di una sinergia tra tecnologia e professionisti: «Crediamo che il modello vincente per il SOC sia una piattaforma SOC agentica supportata dal servizio MDR per la responsabilità umana». Il fattore umano offre la garanzia finale. Consente all’infrastruttura di operare con un livello di accuratezza tale da azzerare i falsi allarmi. L’operatività sul campo degli agenti autonomi L’attività di un SOC moderno si esprime nella capacità di esaminare simultaneamente molteplici dimensioni di una minaccia. Gli agenti software specializzati, chiamati Exobot, eseguono scansioni che superano il semplice riscontro di un indicatore di compromissione. Il sistema analizza l’utente, la gerarchia aziendale, l’accesso ai file e le condivisioni esterne. L’action coordinata di quattro bot consente di ridurre i falsi positivi del 90%. Inoltre, permette di velocizzare le investigazioni del 95%. Angoli ciechi e attacchi alla supply chain Questa granularità si rivela indispensabile di fronte ad attacchi sofisticati. Un caso concreto è la campagna HackerBot Claw condotta sulla piattaforma GitHub. Questa offensiva non si manifesta attraverso i tradizionali log di AWS o CloudTrail. L’attacco agisce direttamente tramite la manipolazione delle Pull Request nei flussi di sviluppo software. Un sistema tradizionale privo di visibilità semantica non rileva l’anomalia. Il concetto di Vibe Hunting e Peer Baselining Una delle innovazioni metodologiche più rilevanti presentate da Taylor prende il nome di Vibe Hunting. Questa tecnica sfrutta un feed di minacce integrato. Non appena esce un articolo su un nuovo attacco, i bot avviano una caccia proattiva automatica. Il sistema incrocia identità, configurazioni e codice per mostrare l’impatto in tempo reale. Il monitoraggio degli ecosistemi SaaS come Slack o Google Workspace beneficia del meccanismo di peer baselining. Gli strumenti tradizionali verificano le anomalie basandosi solo sullo storico del singolo utente. L’analisi agentica confronta invece il comportamento del soggetto con quello del suo gruppo di pari. Questa metodologia permette di identificare minacce interne sofisticate. Un esempio è il caso di un attore malevolo nordcoreano infiltrato come dipendente. Anche se le sue azioni sembrano coerenti con il suo storico individuale, il confronto con le abitudini dei colleghi fa emergere immediatamente le anomalie. La roadmap strategica per l’adozione dell’IA La transizione verso un modello autonomo richiede una pianificazione rigorosa. Bisogna escludere implementazioni affrettate e prive di garanzie. Taylor ha raccomandato un percorso progressivo: «Non puoi passare da zero a “rispondi a tutti i ticket per me”. Devi costruire una strategia: prima verifichi il triage, poi la qualità dei rilevamenti, poi l’investigazione. Solo allora passi alla risposta automatizzata». Le quattro fasi dello sviluppo L’adozione della tecnologia all’interno del SOC deve seguire passaggi sequenziali ordinati. Si parte dalla validazione della precisione nella fase di triage iniziale. Successivamente, si valuta la qualità dei rilevamenti. La terza fase si concentra sull’accelerazione delle investigazioni. Solo dopo aver consolidato la fiducia si passa alla risposta automatizzata. Per i team che vogliono iniziare, l’attività di threat hunting rappresenta il punto di partenza ottimale. Si possono utilizzare inizialmente strumenti aperti come Claude per comprendere il supporto dell’IA. Tuttavia, per un ciclo proattivo continuo, serve una piattaforma live che agisca come agente in tempo reale. Il potenziamento del fattore umano L’evoluzione tecnologica non mira a eliminare il personale specializzato. Taylor ha ricordato una chiara analogia: «L’IA è come internet: non ha eliminato gli insegnanti, ci ha reso più efficienti». L’obiettivo è liberare i difensori dai compiti manuali come la scrittura di regole di rilevamento. I professionisti possono così usare il linguaggio naturale per formulare ipotesi di caccia alle minacce e concentrarsi sulla gestione strategica.
cybersecurity360.itAug 14, 2026extracted
The backup Microsoft never promised you
Confidence in an organization's cyber recovery capabilities deserves scrutiny. If a ransomware attack disables the SaaS data tenanted in the Microsoft cloud ecosystem, the data the business depends on as its lifeblood, the pace at which operations resume rests on assumptions that often prove wrong. Anyone whose answer is "It's all good. Microsoft has my back on this one with its comprehensive native retention and recovery capabilities" is due a reality check. With agile business tools like M365 and Entra ID and solid backend infrastructure in the form of Azure, Microsoft brings a lot to the SaaS party. Both IT departments and MSPs need to be aware, however, that Redmond operates on the same shared responsibility model as other major SaaS providers. In the event of a cyberattack, the recovery burden splits between what the cloud provider handles and what falls to the subscriber alone. MSPs face the additional pressure of meeting stringent SLAs, working with clients’ preferred providers or tooling, and managing their own staffing and profitability accordingly. Microsoft ensures that its services keep running in the aftermath of a strike but does not promise to restore data to a specific known good point before the disaster. That gap always sat with the customer, and planning for it before problems hit beats improvising while picking up the pieces. "There's a common misconception about what Microsoft is responsible for, as distinct from the service they're providing," explains Brent Torre, GM of cyber resilience . Microsoft's native tools, he points out, address problems like short-term accidental deletion and aspects of data governance. They are not a backup solution and will not protect against ransomware or recover data. "Microsoft is clear that whether it's a SaaS application like Microsoft 365, a platform application like SQL Server, or even VMs running in Azure, the customer is always responsible for the information that's in that service, as well as devices, accounts and identities," he adds. "If you get compromised and the attacker starts deleting data, Microsoft has no responsibility for that." A world of pain The gap between availability and true cyber recovery is misunderstood, and it has widened into something of a chasm in recent years. There are three contributing factors to this gap. The first is the evolution of cyberattacks. Typical cyberattacks have pivoted from muscling past a defensive barrier to targeting human weakness, because strolling in through the front entrance with a stolen pass is easier than shimmying through a forced window. Identity has become the primary attack surface. Credential compromise, or identity-based initial access, removes the need to find a vulnerability to exploit and requires only an unwary employee. AI is now a staple weapon in the criminal arsenal, augmenting exploitation techniques such as phishing, social engineering, deceptive emails and spoofed websites, all convincingly used to trick users into typing passwords into a portal controlled by the aggressor. The technique can get more scientific than that. Automated AI-powered bots test millions of leaked username and password pairs across hundreds of different websites, exploiting the common habit of password reuse. Microsoft Entra ID, the vendor's cloud-based identity and access management service and the very tool designed to keep criminals out, is now a prime vector for attack and no match for stolen identity. Once an attacker compromises Entra ID with pilfered credentials, without setting off alarms, they have a free run at gathering data from mailboxes, OneDrive, SharePoint, Teams and other soft targets. The ransomware attack itself can then be launched with ease and at leisure. Another contributory factor is that the vogue for moving workloads to infrastructure and platform as a service (IaaS and PaaS) models shows no sign of abating. Organizations tend to retain some functions on-premises, put some in SaaS applications, and others in cloud environments, but are often guilty of not protecting and managing everything to the same level of quality. Data gets backed up in a variety of locations, yet whether it is all equally recoverable in the event of a breach is another chink in the armor that nobody understands. The 'as a service' model is popular, but it is the weak link when ransomware strikes. The third part of the problem is the emergence of multiple compliance requirements mandating cyber resilience along with correct backup and recovery procedures, for which many organizations are ill-prepared. Together, these pressures give criminals room to do enormous harm to data, business operations and compliance posture in the gap between attack and restoration of SaaS availability. Given that Microsoft's native retention and recovery capabilities are not designed to deliver true cyber resilience, restoring the business to how it was before the attack is something to plan for in advance. Time for independent backup protection "At Kaseya we regularly recommend that you keep a copy of your data, independent of the primary environment it's operating in," advises Torre. "This needs to be something immutable that you can recover from even if the Microsoft or Google or Salesforce ecosystem goes down." This kind of protection is best delivered as a dedicated cloud-to-cloud backup solution stored outside the main SaaS tenant, he argues, an approach increasingly written into cyber insurance and compliance requirements. By pulling copies of regularly targeted data from the Microsoft tenant for storage offsite in a third-party datacenter, organizations can be sure that if SaaS credentials are compromised, critical assets remain safe from attack. Restoration can then push what is needed directly back into the SaaS environment, even where the original tenant has been destroyed. "In fact some people find it faster to stand up a new shell and rebuild it than try to gain access back into a compromised tenant," notes Torre. "Whether you're an internal IT technician, working the night shift, or an MSP needing to live up to your SLAs and maintain profitability, you require a solution that's super straightforward and you need to be able to trust that the recovery will work. Both IT departments and MSPs should be looking out for a solution that's incredibly easy to use. Disaster recovery isn't the only job that they have." A good platform, he says, focuses not just on guaranteeing recovery but on keeping the hygiene of the cyber resilience estate at a high standard without endless human intervention. It should also make certain that Microsoft 365 and Entra ID are restored together in a single workflow, so identity and the data it grants access to come back online in the right order rather than in separate stages. Choosing the right platform Datto is a cybersecurity and data protection business owned by Kaseya. Datto SaaS Protection for Microsoft 365, Datto Backup for Microsoft Azure, and Datto Backup for Microsoft Entra ID are designed between them to close the gap between availability and recovery by storing protected copies of tenant data in the Datto Cloud, outside the Microsoft environment. In this way a compromised production tenant does not take the recovery point down with it. "With our M365 backup, we're protecting one million users worldwide," claims Torre. "A lot of organizations have built trust around our ability to protect and recover their data. We offer a trusted platform for recovery that focuses on ease of recovery, ease of deployment, not just for M365 but for Azure and Entra ID too." Both IT bosses and MSP players need to recognize that a ransomware attack, or other cyber crisis, is a matter of when rather than if. Recovery matters more than protection, because protection is certain to fail at some point, and traditional approaches to backing up data are no longer sufficient on their own. Anticipating disaster is not enough; the organization also needs to be set up to withstand it. That means being as certain as possible that the Microsoft environment can be recovered rapidly, down to the last scrap of data. This capability underpins modern business workflows and operations. Microsoft tracks more than 4,000 identity attacks every second and analyzes 38 million identity risk detections daily — no organization is off the target list. When an attack lands, the restoration clock is already ticking, and any delay in fully restoring IT operations and key environments to their pre-attack state can mean the difference between survival and collapse, with profit, regulatory standing and reputation all riding on the outcome. Securing data with purpose-built cyber resilience platforms that enable rapid, clean recovery is how organizations meet that test. MSPs looking to close the gap can start with the Datto MSP Buyer's Guide to Microsoft Entra ID Backup Sponsored by Datto.
theregister.comAug 13, 2026extracted
DataGrout helps enterprises control AI usage, governance and LLM costs
DataGrout helps enterprises control AI usage, governance and LLM costs SelectHub has announced the launch of DataGrout, its specialized AI research lab introducing an LLM inference optimization platform and AI governance solution for enterprises. DataGrout’s mission is to drive token reduction for agentic workflows, chatbots and AI tools, while equipping IT and FinOps leadership with a policy-driven, auditable LLM payload and cost monitoring system to track company-wide AI utilization. As enterprise users increase LLM usage through context-intensive chat sessions and coding tools such as Claude Code, Cursor and Replit, uncontrolled token waste and hidden API expenses are putting significant strain on corporate budgets. This is especially impactful as organizations also begin expanding agentic workflow deployments across diverse use cases such as customer service and sales outreach. DataGrout addresses this challenge through a unified connection layer that enables agents to securely access all enterprise applications with built-in dynamic context pruning, alongside a symbolic inference layer that reduces calls to the underlying LLM. Early tests have shown promising results with token reduction averaging 60% for data-intensive tasks involving ERP and CRM integration, without compromising workload accuracy. “Companies are flying blind into the AI era,” said Venkat Devraj, CEO at SelectHub. “Through DataGrout, IT and Finance teams gain precise token tracking and visibility into LLM consumption patterns and payloads, enabling leadership to clearly measure the value delivered by AI investments while systematically eliminating waste on a per LLM-call basis. Deterministic workloads are kept off the LLM entirely without users and developers having to manually segregate and route workloads. The net positive impact on the P&L is instantaneous.” The critical market need for tools that help IT and FinOps / AI Tokenomics teams audit and eliminate token waste is being echoed across enterprise leadership. Deepak Dodani, Chief Information Officer at global transportation management and freight audit firm AFS Logistics, noted: “The twin challenge for companies deploying AI is token economics and governance. Right now, most companies cannot accurately assess the extent to which their LLM resources are driving business value versus being drained by unnecessary or unauthorized side-projects. DataGrout’s premise in terms of reducing token waste while enabling visibility into LLM usage, is very timely.” Bharath Prabhakaran, Chief Digital Officer at University of Cincinnati, also emphasized the need for enterprise LLM usage tracking and agent governance: “Rampant LLM token usage has many CIOs and CFOs worried. AI line items can quickly become one of their fastest-growing operational expenses. Without visibility into LLM usage and token consumption metrics that show which teams and use cases consume the most tokens, forecasting ROI is nearly impossible. DataGrout endeavors to reduce token usage while increasing the transparency needed to reduce waste and prevent abuse.” DataGrout acts as a MCP gateway and control plane with agents connecting via its Conduit SDK or via MCP or JSON-RPC. DataGrout allows any third-party MCP server to be accessed through its platform, while also offering its own MCP servers for popular SaaS applications such as Salesforce, HubSpot, Oracle ERP, SAP, ServiceNow, Snowflake and QuickBooks. DataGrout can be connected to LLMs directly with companies bringing their own key, or via popular AI gateways such as Amazon Bedrock and Kong.
helpnetsecurity.comAug 13, 2026extracted
153GB of stolen credentials surface after LiteLLM supply chain attack
153GB of stolen credentials surface after LiteLLM supply chain attack A massive 153GB archive stolen during the LiteLLM supply chain attack exposes credentials and other sensitive data linked to thousands of corporate domains, including AWS, Samsung, Cisco, and Salesforce. Hudson Rock says it obtained and analyzed the archive, which contains 433,909 files, and attributed 118,829 CI runner dumps to 2,488 corporate domains. “We are leveraging this data for a global ethical disclosure effort,” Alon Gal, Hudson Rock’s co-founder and CTO, told Help Net Security. “We see this as an opportunity to help organizations respond proactively before threat actors weaponize the data publicly.” LiteLLM is an open-source proxy gateway that developers use to route requests to different AI models. The LiteLLM breach had its roots in an earlier compromise of Trivy, a popular open-source vulnerability scanner. On March 19, 2026, TeamPCP, a cybercriminal group that emerged in late 2025, used stolen credentials to publish a compromised version of Trivy. LiteLLM’s build pipeline installed Trivy automatically, giving the poisoned scanner read access to the runner environment and allowing the attackers to steal the project’s PyPI publishing tokens. Using those tokens, TeamPCP published two malicious LiteLLM releases, versions 1.82.7 and 1.82.8, to the Python Package Index on March 24. “The key takeaway is how supply chains have evolved to make a single upstream breach affect thousands of companies simultaneously. A window of roughly 40 minutes in which the LiteLLM dependency was hacked led to over 430,000 instances in which millions of secrets were harvested,” Gal said. Tracing exposed secrets back to their owners The dataset contains information linked to organizations including NVIDIA, Volkswagen, Microsoft, FedEx, S&P Global, John Deere, Epic Games, Orange, TomTom, BT Group, ServiceNow, Deloitte, and Siemens. Screenshots published with the research show AWS secret access keys, Salesforce client secrets, Slack signing secrets, Azure environment variables, and AI provider API keys captured during pipeline execution. A trove of internal corporate secrets (Source: Hudson Rock) CloudSEK, working from a separate dataset built from about 434,000 stolen files, put the number of exposed organizations at close to 2,500. The company stressed that its figures reflect exposure rather than confirmed breaches. “I’ve confirmed the data is legit by the way, multiple victim orgs,” security researcher Kevin Beaumont said. “It contains a significant volume of sensitive content at orgs. It’s a massive supply chain breach due to poor AI security—not because AI is the threat, but teens can run circles around orgs obsessed with rushing out AI and poor DevOps security.” “Identifying the victims within this 153GB database presents a unique threat intelligence challenge. Accurate attribution requires looking past the surface level to analyze the actual infrastructure boundaries,” Hudson Rock noted. In one case, a leaked pipeline was tied to a committer email at SiriusXM, but infrastructure markers in the same dump, including a self-hosted GitLab instance at gitlab.adswizz.com, pointed to AdsWizz, a SiriusXM subsidiary. Hudson Rock said correct identification depends on “hard infrastructure markers rather than simple committer emails.” A large share of the dumped files have no obvious owner. According to Hudson Rock, some contain database passwords, third-party API keys, and cloud credentials without a company email address, custom domain, or internal server name that could identify the organization they came from. This means organizations may have exposed credentials in the dataset without knowing they are affected. Organizations urged to act before stolen data leaks Hudson Rock is urging organizations using AI proxy infrastructure, third-party CI/CD vulnerability scanners, or downstream AI packages to audit their environments for LiteLLM versions 1.82.7 and 1.82.8 and treat any secrets accessible to the LiteLLM environment as compromised. Organizations should also rotate cloud IAM keys and access tokens, review audit logs for anomalous activity dating back to March 24, and check for unauthorized .pth files and suspicious systemd services. “While we cannot disclose how we obtained this data, it is not leaked anywhere at the moment and is not circulating widely. This makes it a critical window of opportunity for companies to rotate keys and secrets before it eventually leaks, as is the natural cycle of a breach,” Gal added. Despite the scale of the breach, some organizations appear to be treating the exposure with less urgency than the findings warrant. “These creds date from about March. One of the orgs impacted told me they’d rotated them all and it’s a nothingburger, so I looked at their responsible disclosure policy, it allows trying creds, so I tried them all. Almost every one worked. Submitted report. One of the biggest US techcos,” Beaumont wrote. “This magnitude pushes us into a completely new world regarding the type of response required from the cybersecurity industry,” Gal concluded.
helpnetsecurity.comAug 13, 2026extracted
"City-Forum" data-theft attacks target Salesforce, ServiceNow portals
Update 8/14: Added statement from ServiceNow. An ongoing data theft campaign uses custom tools to steal data exposed to anonymous users through Salesforce Experience Cloud and ServiceNow customer portals. The data-theft campaign, dubbed City-Forum by SaaS security firm Reco, has been traced to a single server that has targeted multiple organizations worldwide. These organizations include telecommunications companies, banks and financial services firms, enterprise software vendors, security and data privacy companies, and public-sector portals. Reco says the attacks are ongoing, with activity continuing to increase. The City-Forum data theft attacks Reco says all of the attacks originate from the IP address 158.220.87.79, hosted by German VPS provider Contabo, and almost always use the default Go-http-client/1.1 user agent when downloading data. This IP address is associated with the city-forum.com domain, which has resolved to the server since at least March 2025, indicating that the infrastructure has remained in place for more than a year. The researchers say these combined IOCs have been seen across almost all attacks targeting Salesforce and ServiceNow environments in this campaign. "The same fingerprint appears against both Salesforce and ServiceNow, across multiple organizations worldwide. It is still running, and the volume is climbing," explains Reco. "So far, we have only seen guest user activities - never an authenticated user, but we cannot rule it out." These attacks are not exploiting a vulnerability in Salesforce or ServiceNow. Instead, they steal data that organizations have mistakenly exposed to unauthenticated guest users through overly permissive sharing rules, permissions, or portal configurations. Both Salesforce Experience Cloud and ServiceNow use guest accounts to manage unauthenticated visitors. If these accounts are given access to data records, anyone on the Internet can potentially retrieve them through various API endpoints. On Salesforce, most of the observed activity targets the older Aura framework, where attackers are sending requests to the /aura or /s/sfsites/aura endpoint to determine which objects, such as Accounts, Contacts, Cases, are publicly accessible. Reco says the attacker first invokes HostConfigController.getConfigData to enumerate objects available to the guest account and then uses SelectableListDataProviderController.getItems to retrieve records from accessible objects. Reco says the busiest target recorded more than 560,000 events from the attacker's IP address, with nearly all of them related to guest Aura enumeration. This type of Salesforce guest-user abuse is not new and has previously been used in ShinyHunters data theft campaigns. ShinyHunters previously used a modified version of the AuraInspector tool to steal exposed records from misconfigured Experience Cloud portals. However, the City-Forum attacker is not only targeting these same Aura endpoints, but also Salesforce sites built using the newer Lightning Web Runtime (LWR) framework. On LWR sites, the attacker uses Salesforce's UI API to steal data exposed to guest accounts through GraphQL requests sent to /webruntime/api/services/data/{version}/graphql. Reco says it has not seen any public attack tools using this technique, and existing tools such as AuraInspector, S-RET, and CirrusGo do not use the webruntime interface. The attacker also targets Experience Cloud sites for /SiteRegister and /CommunitiesSelfReg endpoints to determine whether self-registration is enabled, which could allow a guest to create an authenticated external account with broader access. The same attacker is targeting ServiceNow Service Portals through the native POST /api/now/sp/search?sysparm_cancelable=true endpoint, which Reco says it had not previously seen abused in attacks. The endpoint, used by ServiceNow's portal search functionality, accepts anonymous requests and can return data when search sources are configured to permit guest access. Reco says attackers can vary search terms to enumerate exposed information, with one investigated environment seeing requests grow from tens to hundreds per day. Because ServiceNow transaction logs do not record the POST body, defenders can see that automated searches occurred and how much data was returned, but cannot determine the exact search terms used by the attacker. While some of this Salesforce activity is similar to previous ShinyHunters attacks, Reco says there is no evidence tying the current campaign to that group. The researchers also noted that previous campaigns such as ShinyHunters' typically used multiple systems and different IP addresses, while the City-Forum infrastructure has remained on the same IP address since March 2025. Salesforce administrators are advised to review guest-user sharing rules, object and field permissions, file access, member visibility, and self-registration settings. For LWR sites, Reco also recommends disabling the Experience Builder option that allows guest users to access public APIs when it is not required. Doing so will block access to various API endpoints used for data enumeration and theft. ServiceNow administrators should review which search sources are exposed through Service Portals and ensure that sensitive data search sources use strict authentication and access controls. After publishing this story, ServiceNow shared the following statement with BleepingComputer, confirming that its environment was not compromised as part of these attacks. "ServiceNow is aware of a security company's blog post claiming that improperly configured Service Portals can create unintended security risk. We can confirm there is no compromise of the ServiceNow environment," ServiceNow told BleepingComputer. "We proactively work with customers to support the ongoing security of their environments to best suit their unique business needs and encourage customers to reach out to ServiceNow support if they have questions regarding specific configurations." Overall prevention scores can hide what happens after initial access. Once attackers are using valid credentials, prevention drops sharply. The Blue Report 2026 measures defenses technique by technique across 338 million simulations run in customer production environments. Get the report
bleepingcomputer.comAug 12, 2026extracted
A stranger has been reading Salesforce and ServiceNow portals worldwide for 17 months
A stranger has been reading Salesforce and ServiceNow portals worldwide for 17 months Most security stories start with something broken. This one starts with everything working as designed. Researchers at Reco have been tracking a campaign they call City-Forum, named after a domain registered in 2002, abandoned, and now resolving to a generic rented server from a German hosting provider. From that server, someone has been pulling records out of Salesforce and ServiceNow portals around the world. The activity has not stopped, and there is more of it than there was. Every request Reco has seen from this address arrived as a guest. The targets they can see span telecom operators, banks and financial-services firms, enterprise-software vendors including security and data-privacy companies, and public-sector portals. What passive DNS establishes is that the domain has resolved to this address since at least March 2025, so the infrastructure has been standing for a while. When the scanning started is a different question. Here is the part worth sitting with: no software was exploited. No credentials were needed. There is no vulnerability here to patch. The attacker visited public customer portals as an anonymous visitor and asked them, politely and repeatedly, for their contents. The portals answered. The guest in the room Salesforce gives every Experience Cloud site its own standing account called the guest user, and every ServiceNow instance has one too. It is a real user with a profile and permissions like any other. When an unauthenticated stranger loads your support portal or your knowledge base, that is who they are browsing as. The guest user is not optional, it cannot be deleted, and it arrives with permissions that somebody, at some point, configured. Nothing came out of these portals that they had not been configured to hand over. Nitay Bachrach, Security Researcher at Reco, describes the underlying problem: “The core issue is that ‘what is public’ and ‘what should be public’ are two different things, and that’s exactly what the attacker exploited.” Why this one stands out Attackers have been abusing over-permissioned Salesforce guest users for a while, and there are off-the-shelf tools for it. This operator did not use them. They built their own instead. Most of the resulting traffic still went down the well-trodden route: Salesforce’s older Aura framework, whose guest user has been a documented target for long enough that Reco has written up a previous campaign working the same way. That is where the bulk of this operator’s Salesforce effort landed. The busiest single target Reco observed logged over 560,000 events from this one address across the campaign window, almost all of it Aura enumeration. What makes the campaign worth reading about is the rest of the toolkit, pointed at two places nobody had bothered to look. The first is the data layer behind Salesforce’s newer site framework, which the existing attack tools ignore entirely. Reco’s phrase for it is an offensive blind spot. The second is a ServiceNow portal search endpoint so undocumented that ServiceNow publishes no reference for it. Reco worked out how it behaves by reading the code behind the search box on a stock portal. Obscurity is not what makes it dangerous, though. The endpoint is public by design, and what it hands back depends entirely on how the sources behind it are configured. One of the two most common sources that ship with the platform checks whether you are logged in before it goes near data. The other has no such check at all. It relies entirely on who has been granted read access to each knowledge base, which is a configuration question with nothing in the code to warn you either way. The two behave nothing alike. On the Salesforce side the new work was thin next to the Aura flood, a few requests against each API version on each subsite it found, which is roughly what you would expect while Aura sites are still the more common target. On ServiceNow it was the opposite: once the tool found a portal, almost everything it did there went at that one search endpoint. Both halves show the same homework. They point to someone who sat down with these platforms, learned them properly, and went looking for doors no scanner was checking. Who that someone is, Reco will not say. The activity resembles the ShinyHunters Experience Cloud campaign, guest enumeration of Salesforce over Aura and GraphQL, and Reco’s position is that a campaign not matching a group’s last known fingerprint tells you nothing on its own, since actors rewrite tooling and rent new boxes constantly. One thing is unlike those campaigns, offered as a soft signal rather than a finding: this operator has held a single address for at least seventeen months, with no rotation at any point. The uncomfortable bit: you cannot see what left Suppose you go looking and find this traffic in your own logs. You will learn less than you would like. On ServiceNow, the transaction log records that a search happened and roughly how much came back, but not the search terms. Response size is the one thing there that speaks to what came back, and the last section below has what to do with it. Salesforce gives you more, though not enough to close the question. As Bachrach describes it, “Salesforce is somewhat better for what was attempted (which Aura actions, LWR GraphQL version-sweep URIs, self-reg probes). Event Monitoring doesn’t show which records/fields were returned.” So the logs tell you what was tried, not what was taken. On the obvious follow-up, Bachrach says: “It is not possible to determine what was leaked based on the audit logs. An organization would need to simulate the requests internally and analyze the responses.” In other words, to find out what an anonymous visitor could read, someone on your side has to go and be an anonymous visitor. There is a catch in doing that, at least on ServiceNow. The portal search endpoint answers an anonymous request with the same HTTP 201 whether or not it has anything to hand over. A portal that is leaking and a portal that is shut look identical from the outside, and the only thing separating them is whether the body that comes back is empty. A probe that returns cleanly has told you nothing until you read what it returned. The operator faced the same ambiguity and turned it into a method, mapping each portal’s contents by noting which search terms produced a response with anything in it. Bachrach’s position on when this crosses into something customers hear about: “If the data contains PII or other private data, customers should be notified.” The records were technically reachable by anyone. Whether they should have been is the part that determines the phone calls you make afterwards. The same mistake, on both platforms Asked which misconfiguration turns up most often, Bachrach points to one: “The most frequent misconfiguration was guest/anonymous over-permission. It was the root cause on both platforms.” He also separates the highest-impact fix from the most common problem: “Salesforce guest sharing rules are the highest-impact fix, but not necessarily the most common misconfiguration.” Sharing rules are where the leverage is, so start there, but do not stop there and assume the job is done. None of this is glamorous work, and on ServiceNow it is more than a permissions screen. But it is a finite job, and the server on the other end has been sitting there since at least March 2025. You found the traffic. Now what? Bachrach offers guidance for the first hour. First, confirm it is this pattern. In Salesforce, check Event Monitoring AuraRequest and Sites entries with USER_TYPE = ‘Guest’, looking for high volumes of getItems and getConfigData, /webruntime/…/vNN.0/graphql version sweeps, and hits on /SiteRegister and /CommunitiesSelfReg. In ServiceNow, check syslog_transaction for /api/now/sp/search requests made as guest. Then sort those rows by output length. An empty result set has a small and consistent size, so anything sitting well above it is a search that came back with records. Start there. Then remediate. On Salesforce: Tighten guest sharing rules. Strip guest object and field permissions. Disable “Access Activities” and “API Enabled” on the guest user. Disable self-registration if it is not needed. Disable guest file access and member visibility. On LWR sites, disable “Allow guest users to access public APIs” if it is not required. On ServiceNow: Map guest portals to their search sources, and those sources to their scripts. Review knowledge base “Can Read” user criteria for unconstrained “Any User” access. Review the enabled scripted search sources (sp_search_source) for the portal. Detach bad kb_uc_can_read_mtom links rather than editing shared criteria.
helpnetsecurity.comAug 12, 2026extracted
Stealthy ‘City-Forum’ Attacks Target Salesforce and ServiceNow With Custom Toolset
Reco is tracking a sophisticated and innovative campaign targeting both Salesforce and ServiceNow via what appears to be a custom made multi-platform toolset. Researchers believe the primary targets include telecoms, banks and financial-services firms, enterprise-software vendors (including security and data-privacy companies), and public-sector portals. The campaign has been named ‘City-Forum’. It is directed at both Salesforce Aura and the newer LWR implementations, where it is the first observed in‑the‑wild exploitation of Salesforce’s UI‑API guest surface. Furthermore, attacks on Aura (necessarily included in a Salesforce campaign since Aura users still outnumber LWR users) are integrated with the LWR attacks in a single toolset. “One Go binary hit Salesforce over both Aura and LWR and hit ServiceNow, from the same box,” comment the researchers in a blog report. This is consistent with a custom toolset rather than anything off the shelf like AuraInspector. The primary access key for both platforms is the Guest User. Every Salesforce Experience Cloud has its own Guest User in which an unauthenticated request works. ServiceNow is similar. “You cannot delete those guest users, and requiring login doesn’t remove them – the profile, its permissions, its sharing rules, and any code running in its context all still exist. If the guest can read a record, so can anyone on the internet.” To better understand the degree of innovation in this campaign, it is useful to compare the City-Forum campaign with other attacks targeting Aura – especially the ShinyHunters’ Salesforce Aura Campaign disclosed in March 2026. As well as targeting LWR in Salesforce, “[City-Forum] hammers a native ServiceNow Service Portal search endpoint that has almost no online documentation or well-known open source tools.” ShinyHunters targeted just Aura in Salesforce (no known targeting of ServiceNow) and used a modified version of the existing AuraInspector. City-Forum uses a new custom multi-platform toolset. Reco is at pains to explain that it doesn’t rule out ShinyHunters also being behind City-Forum, and goes on to add “We don’t know who this is, and we’re not ruling anyone in or out.” The City-Forum campaign uses a single machine. “The same IP has carried the same domain since March 2025 and is still scanning today – at least seventeen months on one address, with no rotation at any point.” That IP (158.220.87.79) resolves to city-forum.com. Reco draws no inference from this, but the main advantage of a single machine is that it reduces the attacker’s footprint to anomaly detection systems. It may be easier to block if known, but harder to detect if stealthy. The campaign targets unauthenticated guest user access in both Salesforce and ServiceNow. However, conversion to an authenticated user in Salesforce would be possible if self-registration is enabled. There is no similar mechanism for ServiceNow. Being an authenticated guest user is not necessary, but could provide access to more sensitive data. Since many organizations misconfigure guest permissions, this is a continuing possibility. However, “So far, we have only seen guest user activities – never an authenticated user, but we cannot rule it out,” comment the researchers.” Aura gives up the majority of the Salesforce data collected and exfiltrated. “The busiest target logged over 560,000 events… across the campaign window, essentially all of it guest Aura enumeration,” say the researchers. Data is also pulled from the Salesforce LWR sites using GraphQL. The ServiceNow attack targets the effectively undocumented search endpoint. It uses this to detect substantial content. “The Output length column is worth a glance while you’re here: rows returning noticeably more than the small empty-result baseline are searches that came back with content.” The attacker can pull from the most likely results. The exfiltration is not noisy – it is high volume but protocol-legitimate. This makes detection difficult, perhaps confirming the stealth intent behind using a single constant destination address. As with the ShinyHunters attack, there is no suggestion of a breach of the Salesforce or ServiceNow platforms. “Every byte the attacker retrieved was something a site owner had exposed to anonymous users.” Being targeted by City-Forum is not a noisy easy-to-see attack. But most things can be found if you know where to look. The Reco research blog includes detailed IOCs and remediation instructions. At the very least, as soon as possible make sure that self-registration is not enabled. This will hinder any attempt for an unauthenticated guest to upgrade to an authenticated guest. Related: BeyondTrust, LastPass Impacted by Klue-Salesforce Incident Related: Salesforce Instances Hacked via Gainsight Integrations Related: Extortion Group Leaks Millions of Records From Salesforce Hacks Related: Hackers Extorting Salesforce After Stealing Data From Dozens of Customers
securityweek.comAug 12, 2026extracted
Over 2,500 Organizations Impacted by LiteLLM Supply Chain Attack
More than 2,500 organizations and over 430,000 CI/CD pipelines were affected by the LiteLLM supply chain attack earlier this year, CloudSEK reports. The LiteLLM compromise was disclosed shortly after the supply chain attack on Aqua Security’s Trivy open source vulnerability scanner and was a direct result of it. According to CloudSEK, TeamPCP, the threat actor behind multiple high-profile open source software (OSS) compromises, never targeted LiteLLM directly. The open source Python library and proxy server was compromised after its CI pipeline installed the compromised Trivy version automatically. Two LiteLLM versions, namely 1.82.7 and 1.82.8, were pushed to PyPI, providing the hackers with access to all the information LiteLLM touched. “Trivy, then the [LiteLLM] build system, then the LiteLLM release: one unrevoked token, three tools deep. That chain is what turns a single credential leak into ecosystem-wide exposure,” CloudSEK notes. “Automated build systems compress time. Once a malicious artifact reaches a registry, scheduled jobs, dependency resolvers, ephemeral runners, developer laptops, and cached layers can copy it rapidly. The forensic and credential-rotation window therefore extends beyond package removal,” the company continues. The modified LiteLLM versions contained malicious code executed on every Python invocation, with no explicit import. The payload ran on all systems where the package was installed. According to CloudSEK, while the affected packages were live for only 40 minutes, the window was long enough for the malicious code to propagate, ultimately exposing 434,000 CI/CD pipelines and impacting over 2,500 organizations. Nvidia, AWS, Samsung, Salesforce, Cisco, ServiceNow, Accenture Federal Services, Siemens, Regeneron Pharmaceuticals, London Stock Exchange Group, FedEx, Volkswagen, Orange, HP, Deutsche Bahn, NGINX, and Zscaler are only some of the names on CloudSEK’s list. “The 2,500+ company and 434,000 pipeline figures describe reconstructed exposure. They should not be read as proof that every listed organization was successfully compromised or that every credential was stolen,” CloudSEK says, noting that compromise should be independently verified in each case. The LiteLLM supply chain attack led to broad sensitive information compromise: package publishing credentials, cloud keys, SSH keys, tokens, environment variables, runtime data, and AI provider keys, among others. Hackers could use these secrets to take over accounts, steal data, inject malicious commits, achieve persistence, move laterally, disrupt services, deploy malware, and mount various other types of attacks. Organizations should consider any secret accessible to the LiteLLM library as compromised, including those “present in process memory, injected into the job, stored on disk, or retrievable through an instance metadata service”. Potentially compromised secrets should be validated, then rotated alongside service accounts and sessions, and logs should be reviewed to determine the exposure scope and timeframe. According to CloudSEK, the next major supply chain attack will likely target AI infrastructure, as these systems have become “high-value junctions between data, identity, compute, and autonomous action”. “The incident was not only a software supply chain breach that happened to involve an AI product. It demonstrated that compromising an AI control point can expose the identities and systems around it. Future attacks are likely to target the AI layer precisely because it is connected to everything else,” CloudSEK notes. UPDATE: SOCRadar reported that most of the 2,500 organizations believed to have been affected by the LiteLLM supply chain attack were actually affected earlier, likely via the Trivy incident. Related: Over 400 NPM Packages Infected in ChainDrop Supply Chain Attack Related: New GitHub, PyPI Policies Boost Supply Chain Security Related: Multiple Jscrambler Packages Impacted by Supply Chain Attack Related: More Klue Breach Victims Identified as Hackers Get Hacked
securityweek.comAug 12, 2026extracted
Cyber vulnerability sweep picks up Royal Navy drones sending data to China
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comAug 10, 2026extracted
UK government investment arm cops to 40-hour leak of officials' contact details
ai and ML AI slop is good for business if you know what you're doingYour irresponsibility is someone else's opportunity SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comAug 3, 2026extracted
Looks like JFrog's 0-days let OpenAI's models hack Hugging Face
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comJul 28, 2026extracted
Researchers replace downloaded macOS apps with evil twins, Apple shrugs
ai and ML AI slop is good for business if you know what you're doingYour irresponsibility is someone else's opportunity SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comJul 23, 2026extracted
Swiss train maker tells ransomware crooks to get off at the next stop
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comJul 23, 2026extracted
Talking smack about a doctor got him access to private medical files
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comJul 23, 2026extracted
Claude Chrome extension flaw lets malicious extensions trigger AI actions
A flaw in Anthropic's Claude for Chrome browser extension could allow a malicious extension to trigger predefined AI actions by simulating user clicks, potentially allowing it to abuse Claude's access to connected services such as Gmail, Google Docs, Google Calendar, and Salesforce. The issue was discovered by Ax Sharma of Manifold Security, who says it stems from how the Claude extension determines whether a user intentionally requested one of its built-in tasks. Chrome extensions with permission to run on a website can inject JavaScript into the page, allowing them to read and modify its contents. This includes changing page elements, reading information displayed on a site, and generating click and keyboard events programmatically. According to Manifold's report, the Claude extension listens for click events on a specific page element that launches one of its built-in AI workflows. These workflows are predefined tasks that allow Claude to perform actions in connected services such as Gmail, Google Docs, Google Calendar, and Salesforce. The supported workflows include: usecase-gmail: read recent Gmail, identify promotional emails, and click unsubscribe usecase-gdocs: open the user's latest Google Doc, read all comments and feedback usecase-calendar: read Google Calendar, find free slots, create meetings usecase-salesforce: modify Salesforce leads, convert them to opportunities The researchers found the extension accepted JavaScript-generated click events without verifying whether they originated from a real user. When a browser generates an event from a real user action, such as a mouse click or key press, it marks it as trusted by setting the Event.isTrusted property to true. However, if JavaScript is used to generate the event, the browser automatically sets Event.isTrusted to false, allowing webpages and extensions to distinguish between real user interactions and events generated by JavaScript. According to Manifold Security, the Claude browser extension did not verify that a click event originated from a real user by checking the browser's Event.isTrusted property before executing one of its predefined workflows. Instead, a malicious extension with permission to modify content on the 'claude.ai' domain could inject a page element containing one of nine supported task identifiers and generate a synthetic click event. Although the browser correctly marked the event as untrusted, Sharma says the Claude extension treated it as a legitimate user click and executed the requested AI action. The researcher notes that the flaw does not allow arbitrary prompt injection, but instead, the attack is limited to the nine predefined tasks built into the extension. The attack also does not allow a website to compromise the Claude extension directly, but requires an attacker to trick a user into installing a malicious extension that can execute code on claude.ai. That extension could then manipulate the webpage and trigger the Claude extension's workflows. While a malicious browser extension already has broad access to webpages it can run on, the researchers say this flaw allows it to abuse Claude's authenticated access to various connected services. The impact depends on the Claude extension's configuration and whether users choose to approve sensitive actions or have Claude's optional "Act without asking" setting enabled, which allows predefined workflows to execute automatically. In a second finding, the researchers found an internal 'skipPermissions=true' parameter that bypassed certain permission checks when launching the extension. However, they acknowledged that the mechanism was not directly exploitable on its own and would require another vulnerability to create a specially crafted URL. The researchers reported both findings to Anthropic through the company's bug bounty program. Anthropic acknowledged the reports and closed the synthetic-click report, stating they were already tracking it as a broader issue. The second flaw, involving the internal skipPermissions=true parameter, was classified as informational. Manifold says the flaws are still exploitable in the latest version, 1.0.80, of the browser extension, released on July 7. "Manifold verified July 7 that both findings remain reproducible in 1.0.80. The content script and side-panel handlers we cited are byte-identical to the v1.0.72 source," reads the report. Overall prevention scores can hide what happens after initial access. Once attackers are using valid credentials, prevention drops sharply. The Blue Report 2026 measures defenses technique by technique across 338 million simulations run in customer production environments. Get the report
bleepingcomputer.comJul 16, 2026extracted
ValorC3 extends SaaS protection with immutable cloud backups
ValorC3 extends SaaS protection with immutable cloud backups ValorC3 Data Centers today announced the general availability of Backup as a Service, a fully managed offering that protects the SaaS data businesses rely on most, including Microsoft 365, Entra ID and Salesforce. Every backup is immutable, so data stays recoverable after deletion, corruption or a ransomware attack. Most companies falsely assume SaaS vendors provide backup service. In reality, recent cloud governance tracking shows that 80% of organizations have experienced at least one cloud security issue, and cloud environments are now the source of 45% of all data breaches. However, SaaS platforms are built to keep the service running, not to recover lost data. ValorC3’s BaaS helps customers protect critical data under a shared responsibility model. “Protecting data is the responsibility of the customer,” said Justin Fox, Senior Vice President of Product and Operations at ValorC3. “ValorC3’s BaaS solution closes that gap and gives customers a viable way to protect their data from real-time threats that could lead to rapid loss of critical information.” ValorC3 manages customers’ data end-to-end by configuring and monitoring jobs, testing recovery and building the protection strategy behind it. Backups are written once and cannot be altered or deleted, so a clean recovery point survives even a ransomware attack. ValorC3 leverages its status as a Veeam Gold Service Provider, running the service on Veeam Data Cloud. “We close the gap, and we own it,” Fox said. “We configure it, we monitor it, we test the recovery. Our customers get protection that works without having to think about it.” The difference shows when something goes wrong. A deleted mailbox or a ransomware hit can wipe out data that no SaaS vendor will restore. ValorC3 customers revert to a clean copy and keep working, turning an outage into a non-event and saving them millions of dollars and from irreparable brand damage.
helpnetsecurity.comJul 16, 2026extracted
Law firm insisted on one password to rule them all
ai and ML AI slop is good for business if you know what you're doingYour irresponsibility is someone else's opportunity SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comJul 16, 2026extracted
Microsoft Maps Three Salesforce Attack Paths Tied to a Year of ShinyHunters Activity
Attackers whose methods line up with the data-extortion group ShinyHunters have spent the past year walking into corporate Salesforce environments without exploiting a single flaw in the platform. The way in has been the trust the organization had already extended, usually through the OAuth connections that tie Salesforce to the apps and third-party vendors around it. In research published July 13, Microsoft mapped the campaigns, which ran from mid-2025 into mid-2026, to three distinct techniques. It also worked with Salesforce to roll out new detection and governance tooling aimed at addressing the activity authentication logs miss. That is what makes this hard to catch. When the access comes from a real user who approved a connected app, or from an integration the company already trusts, the traffic reads as ordinary use, and sign-in and authentication monitoring barely registers it. What matters is what the app or account does once it is in, and that is exactly what most Salesforce logging was not built to show. Microsoft groups the activity into three intrusion paths: vishing calls that trick employees into approving a malicious connected app, stolen OAuth tokens from compromised software vendors, and misconfigured guest access to Salesforce sites. Each maps onto a Salesforce incident from the past year, and Microsoft says it saw the activity across tenants in industries including retail, education, and manufacturing. The phone call The first path is the one that kicked off the whole run. Starting in mid-2025, the actors placed voice-phishing (vishing) calls posing as IT support and talked employees through Salesforce's OAuth consent screen, getting them to authorize an attacker-controlled connected app dressed up as Salesforce's own Data Loader tool. Once consent was granted, the app could make API calls as that user, letting the attackers enumerate the org's Salesforce data, hold persistent access to CRM records, and hunt for credentials that might open the door to other SaaS platforms. No malware, no stolen password replay. Just a phone call and a consent click. This is the campaign Google's Threat Intelligence Group (GTIG) and Mandiant documented in mid-2025, tracking the initial access as UNC6040 and the follow-on extortion as UNC6240, both of which kept claiming to be ShinyHunters to lean harder on victims. Google confirmed one of its own corporate Salesforce instances was hit in June 2025, with the attackers taking largely public business contact data before Google cut them off. The same wave was publicly linked to breaches at Chanel and Pandora, with Adidas, Qantas, Allianz Life, and several LVMH brands also named as targets. Mandiant's advice to defenders was blunt: these calls exploit a help desk's instinct to be helpful, standard identity checks often do not apply, and the safe move is to hang up and call back on a known-good channel. Stolen tokens from trusted vendors The second path skips the employee entirely. Instead of phishing a user, the attackers compromise a third-party vendor whose app already holds OAuth access to its customers' Salesforce orgs, steal the connection secrets or tokens, and use them to query and export data across many downstream instances at once. Because the traffic comes from an approved integration, it does not trigger sign-in alarms and blends into normal automation. Microsoft points to three incidents here. The August 2025 Salesloft Drift compromise is the biggest and the clearest: attackers stole OAuth and refresh tokens tied to the Drift AI chat integration and turned them against Salesforce customer environments. Google estimated that the Drift token theft potentially exposed more than 700 organizations, among them Cloudflare, Zscaler, Palo Alto Networks, Proofpoint, PagerDuty, and Tanium. Google tracks the cluster as UNC6395; Cloudflare's Cloudforce One calls it GRUB1. Salesloft later traced the root cause to the attacker's access to its GitHub account as early as March 2025, which was used to reach Drift's AWS environment and harvest the tokens. The operators were there for secrets, running SOQL queries to sift through support cases and other objects for AWS keys, Snowflake tokens, and passwords, then deleting their query jobs to slow down anyone investigating. The November 2025 Gainsight incident ran the same play against a different vendor. Salesforce pulled Gainsight-published apps after spotting unusual API activity, and GTIG tied the campaign to ShinyHunters affiliates across more than 200 affected Salesforce instances. The people behind the ShinyHunters name claimed the Salesloft and Gainsight waves together reached close to 1,000 organizations, a figure that has not been independently confirmed. The most recent case, from June 2026, is the Klue compromise. Attackers got into the competitive-intelligence platform through a long-disused but still-active legacy credential left over from a test integration that was never deployed, pushed a code update that harvested customers' OAuth tokens, and used those to reach Salesforce and Gong data belonging to Klue customers, including Huntress and Recorded Future. Microsoft tracks the Klue actor as Storm-3138. One naming wrinkle for anyone cross-referencing reports: most of the industry, Huntress and Datadog included, ties the Klue extortion to a group calling itself Icarus, and a Telegram account claiming to be ShinyHunters also took credit. The labels blur because these identities overlap and get claimed opportunistically, which holds across this whole set of campaigns. Guest access left open The third path needs no credentials at all. Microsoft saw a rise in suspicious guest-user activity against Salesforce Aura endpoints, the framework behind Experience Cloud sites. Where guest-user permissions were misconfigured, the actors reached Aura functionality without authenticating. Calling the GraphQL Aura controller, they used cursor-based pagination to pull records past the standard 2,000-record query limit, walking off with far more than the guest role was meant to expose. Microsoft's related detection points to the AuraInspector tooling used to probe these endpoints. No exploit was involved. The org had left the guest role able to see more than it should, and the actors read it for everything it was worth. What Microsoft and Salesforce shipped to catch it The signal that does exist lives in what happens after access: which connected app made a call, what OAuth scopes it holds, how much it is querying, and whether any of that is normal for the tenant. Microsoft worked with Salesforce to surface exactly that in Defender for Cloud Apps. For customers running Salesforce Shield Event Monitoring, the upgraded Salesforce connector onboards the Real-Time Event Monitoring framework for near-real-time detection and adds connected-app attribution, tying activity to a specific app identity and its granted OAuth scopes, along with more session and API context. Alongside detection, Microsoft added posture and governance features for connected OAuth apps: a view of highly privileged apps holding elevated scopes, a way to surface unused apps that have sat inactive for 90 days or more while keeping live permissions, and a 0 to 100 risk score per app that teams can wire to alerts and policies. The aim is to find the over-permissioned and forgotten integrations before someone else does. Shrinking the OAuth attack surface Microsoft's guidance is practical and matches what the vendors said after each incident: connect Salesforce instances to Defender for Cloud Apps for the extra telemetry, turn on and actually watch Salesforce event logs, and lock down Experience Cloud guest-user access. Beyond the product-specific steps, the durable fixes are the familiar ones. Inventory the connected apps, cut the ones nobody uses, scope the rest to least privilege, and be ready to revoke and rotate tokens the moment an integration starts behaving oddly. The pattern under all three paths is the same. The identity controls most companies spent the last decade building were made for human logins: MFA, conditional access, and session policies. The OAuth apps, integration accounts, and service credentials that do the actual work in a modern Salesforce stack mostly sit outside all of it, unwatched and over-permissioned. The attackers who figured this out ran it for a year, and more than once, the way in was nothing more exotic than a credential someone forgot to switch off. The Hacker News has reached out to Microsoft for further details on its attribution of the actors behind these campaigns and will update this story with any response.
thehackernews.comJul 14, 2026extracted
Police suspects Dutch hackers were involved in Odido breach
The Dutch National Police (Politie) says it has found "strong indications" that Dutch hackers have been involved in a February breach at the telecommunications provider Odido. "This includes a telephone conversation that was made with Odido customer service shortly before the hack. In this conversation, a Dutch-speaking man posed as Odido's IT employee. The company was then misled through phishing, after which the data theft took place," the police said in a Thursday press release. "This type of investigation is often complex and takes time, but cybercriminals are also vulnerable and leave traces. Traces have been secured at several times during the investigation into the hack at Odido, which the research team continued to work on," added Stan Duijf, the head of operations at the National Investigation and Interventions Unit. Odido is one of the largest Dutch telecommunications companies, offering mobile, broadband, and television services to millions of customers across the Netherlands. When it disclosed the breach on February 12, the company said the attackers accessed its customer contact system on February 7 and downloaded the personal data of many of its users. It also told local media that the resulting data breach affected 6.2 million customers and that the threat actors reached out to say they had stolen millions of user records. According to the telecom firm, the exposed information varies per customer, and it may include a combination of full name, address and city of residence, mobile number, customer number, email address, IBAN (bank account number), date of birth, and some identification details (passport or driver's license number and validity). However, it added that no call details, location, data, billing data, scans of identity documents, or Mijn Odido passwords were exposed during the incident. While Odido has yet to attribute the incident, the ShinyHunters extortion gang claimed responsibility for the breach on its dark web leak site, releasing an 88GB archive containing over 15 million records, including data the company had already disclosed as exposed in the attack. ShinyHunters has been behind widespread vishing campaigns targeting Okta, Microsoft, and Google single sign-on (SSO) accounts, impersonating IT support staff to trick targets' employees into entering credentials and multi-factor authentication (MFA) codes on phishing sites. After breaching corporate SSO accounts, the threat actors steal data from connected SaaS applications, including Microsoft 365, Google Workspace, Salesforce, SAP, Slack, Zendesk, Dropbox, Adobe, Atlassian, and others. The cybercrime group has been linked to a growing number of breaches involving companies such as Google, Cisco, PornHub, the online dating giant Match Group, the European Commission, Rockstar Games, and the McGraw-Hill edtech giant. They were also behind security breaches at over a dozen Snowflake customers, various other third-party integration providers, and, more recently, a new series of breaches that hit over 100 organizations (including the University of Nottingham) following data-theft attacks exploiting an Oracle PeopleSoft zero-day flaw. Overall prevention scores can hide what happens after initial access. Once attackers are using valid credentials, prevention drops sharply. The Blue Report 2026 measures defenses technique by technique across 338 million simulations run in customer production environments. Get the report
bleepingcomputer.comJul 10, 2026extracted
Alleged Scattered Spider Hacker Extradited to US
A dual US-Estonian citizen was extradited to the US to face charges for his alleged involvement in the activities of the infamous hacking group Scattered Spider. The individual, Peter Stokes, 19, also known as ‘Bouquet’, was arrested in Finland in April while boarding a flight to Japan. He was indicted with counts of conspiracy, computer intrusion, and fraud. In May 2025, together with other co-conspirators, Stokes allegedly hacked a luxury jewelry retailer’s computer system, stole data from it, and demanded an $8 million ransom in cryptocurrency from the victim. While the retailer managed to evict the hackers from its network and no ransom was paid, the attack led to business disruption, which, together with the investigation and mitigation actions, caused at least $2 million in losses. Also tracked as 0ktapus, Muddled Libra, Octo Tempest, Starfraud, Scatter Swine, and UNC3944, Scattered Spider is believed to have hacked at least 100 organizations and to have received over $100 million in ransom payments from its victims. The group is known for its widespread 2025 Salesforce hacking campaign and for the 0ktapus campaign, which hit over 130 organizations in 2022. Over the past several years, authorities charged, arrested, and sentenced multiple alleged members of the hacking group. In April this year, UK national Tyler Robert Buchanan pleaded guilty in the US for his role in the Scattered Spider operations. In September last year, after making the headlines for high-profile attacks against the retail, insurance, and aviation industries, Scattered Spider announced its retirement. Related: Third DraftKings Hacker Sentenced to 18 Months in Prison
securityweek.comJul 3, 2026extracted
User swore hacker called General Failure had invaded his PC
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comJul 3, 2026extracted
Dev says Google warned him about account hijack – then charged him $11,000 anyway
SAAS Salesforce partners not seeing meaningful revenue from Agentforce AI platform, report saysShow us the money ai and ml AI companies are burning books, advocates complain to FTCFahrenheit 203, the temperature GPUs stop gorging on literature DEVOPS Go updates may delight diehard gophers but displease AI overlordsv 1.27 expands generics to support methods EDGE AND IOT Waymo has designed a robocar chip to stay ahead of Tesla5 nm ML accelerators promise 1,000+ TOPS, ultra-low latency SYSTEMS AMD inches closer to its goal of making AI suck less ... energyHouse of Zen claims latest systems already 4x more efficient than two years ago Security Russians are posing as Signal support to launch phishing attacksPLUS: US takes down Iranian propaganda sites; Marketing company asks 'Why Do We Have Your Information?' And more! Security Microsoft patches failed to fix on-prem SharePoint, which is now under zero-day attackPLUS: China upgrades smartphone surveillance tools; Ring eases anti-snooping stance; and more Black Hat and DEF CON DEF CON Franklin project enlists hackers to harden critical infrastructureVoting village reports have been so successful, says Jeff Moss, that the whole of DEF CON will now be included Security EQT buys majority share in Swiss cybersecurity biz AcronisWent at equivalent of $3.5B+ valuation for entire firm, though portion sold not specified Malware Month Ten years since the first corp ransomware, Mikko Hyppönen sees no end in sightOn the plus side, infosec's a good bet for a long, stable career FOSS smashed one Microsoft monopoly. After 20 years of failure, it's time to smash anotherWord up GNOME can look like Windows – and Flashback can do it without extensionsNew 'Simple-taskbar' is an option, but there's a simpler, stabler way A moment of silence, please, for the final release of Debian on x86-32New Debian versions hit FOSSland in the form of 13.6 and 12.15 Baddies caught exploiting extensions bugs with perfect 10 scores on vulnerable Joomla websitesFlaws in iCagenda, Balbooa Forms extensions can impact open source CMS that powers a million sites worldwide Frame: A new X11 server – implemented directly in assemblyJoins yserver, Phoenix, and of course XLibre – and outlier Arcan Cinnamon 6.8 will support Wayland – if you want itNext version of Linux Mint’s desktop has both kinds of display server
theregister.comJul 2, 2026extracted
22nd June – Threat Intelligence Report
For the latest discoveries in cyber research for the week of 22nd June, please download our Threat Intelligence Bulletin. TOP ATTACKS AND BREACHES - Texas Parks and Wildlife Department has been affected by a third-party data breach involving its license system vendor. The incident exposed driver’s license information, passport numbers, emails, phone numbers, and residential addresses for 3,087,721 hunting and fishing license customers. Social Security numbers and payment data were not affected. ShapedPlugin, a WordPress plugin vendor, has faced a supply chain attack that delivered malicious updates for three paid plugins through its official updater. The malware installed a hidden fake WooCommerce plugin to steal admin, database, and 2FA credentials and modify affected websites. Incident analysis tied the compromise to vendor release infrastructure. iRhythm Technologies, a US digital health company focused on remote cardiac monitoring, has experienced a cyberattack involving third-party-hosted business applications. The company confirmed that attackers stole protected health information, proprietary data, and other personal data through a social engineering attack. Clinical systems were not affected. Market intelligence platform Klue has confirmed a breach after attackers used compromised legacy integration credentials to steal OAuth tokens connected to customer Salesforce environments. The tokens enabled theft of sales and customer data from several clients, including Huntress, Recorded Future, Tanium, and Jamf. The Icarus extortion group claimed responsibility. AI THREATS - Researchers have detailed EvilTokens, an AI-powered phishing-as-a-service operation abusing device-code authentication to steal Microsoft 365 tokens. Huntress observed a 1,380% surge in device-code phishing in early 2026, with AI-generated lures and automated workflows lowering attacker effort. Researchers have crafted a fake AI skill that hijacked more than 26,000 AI agents by abusing trusted marketplaces and Instagram ads in a supply chain attack. The package initially appeared clean, then used attacker-controlled external instructions after approval to trigger data exfiltration across agent platforms. LayerX researchers have demonstrated BioShocking AI, a technique that tricks agentic browsers into bypassing their guardrails. Test cases against ChatGPT Atlas, Perplexity Comet, Claude in Chrome, and other AI browsers showed how game-like prompts could expose credentials and user data. VULNERABILITIES AND PATCHES - Cisco has addressed CVE-2026-20245, a high-severity command injection flaw in Catalyst SD-WAN Manager that attackers exploited as a zero-day for months. The flaw allows an administrator to run root commands through a crafted file, affecting on-premises and Cisco-managed cloud deployments. Dify has released version 1.14.2 to fix four vulnerabilities in its open-source AI platform, including critical CVE-2026-41947 and CVE-2026-41948. The flaws could allow unauthenticated access and cross-tenant data exposure, including chat content and uploaded files. Ubiquiti UniFi OS is affected by three flaws, CVE-2026-34908, CVE-2026-34909, and CVE-2026-34910, which are reportedly being exploited against network appliances. The vulnerabilities allow unauthorized changes, file access, and command execution, with exploitation observed in Mirai botnet activity. Check Point IPS provides protection against these threats (Ubiquiti UniFi OS Privilege Escalation (CVE-2026-34908), Ubiquiti UniFi OS Directory Traversal (CVE-2026-34909), Ubiquiti UniFi OS Command Injection (CVE-2026-34910)) - Langflow, an open-source AI workflow tool, is reportedly being targeted through exploitation of CVE-2026-55255, alongside ongoing mass exploitation of CVE-2026-33017. Attackers enumerated flow IDs to run victim pipelines and extract embedded API keys, while remote code execution enabled malware deployment and cloud credential theft. Check Point IPS provides protection against this threat (Langflow Remote Code Execution (CVE-2026-33017)) THREAT INTELLIGENCE REPORTS - Researchers have uncovered the FortiBleed campaign, which converts compromised FortiGate firewalls into passive credential stealers across 24 protocols. The operation targeted more than 430,000 devices worldwide and siphoned more than 110 million credentials. Researchers have attributed the StockStay espionage malware to Russia-linked Turla and described targeting of Ukrainian government and defense organizations. The malware evolved from a fake stock app to PDF reader and calculator lookalikes, delivered through phishing with malicious remote desktop configuration files. Researchers have revealed that the Chinese DCloud Uni-App framework powers at least 236,493 scam domains since 2022, including fake crypto exchanges, wallet drainers, WhatsApp phishing, and gambling schemes. Technical fingerprints suggest centralized operators, likely China-based, supporting a broad fraud ecosystem. Researchers have analyzed the FulcrumSec cloud extortion group targeting cloud-native organizations. The group exploits exposed credentials, unpatched applications, and misconfigured storage, then uses broad permissions to move across environments, collect data for months, and exfiltrate it using legitimate tools.
research.checkpoint.comJul 1, 2026extracted
Week in review: Fortibleed campaign’s impact on orgs, Cisco Unified CM flaw exploited
Week in review: Fortibleed campaign’s impact on orgs, Cisco Unified CM flaw exploited Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Encrypted DNS still tells an eavesdropper where to look Encrypted DNS runs across much of the Internet. DNS over TLS, HTTPS, and QUIC keep the contents of a query away from anyone watching a network link. The encryption covers the message inside each packet. The packet still carries plaintext headers, and those values mark a flow as DNS. Agent Beacon: Open-source telemetry layer for AI agents AI coding agents such as Claude Code, Codex CLI, Cursor, and Claude Cowork run on developer laptops, CI jobs, cloud environments, where they edit files, run commands, and call outside tools. Beacon, an open-source project from Asymptote Labs, configures telemetry for those runtimes and writes a normalized record of what each agent does across local, CI, and cloud-agent surfaces. Who pays when you gate cyber-capable AI models? In this interview with Help Net Security, Jaya Baloo, COO & CISO at Aisle, examines the debate over restricting access to cyber-capable AI models. She lays out the strongest argument for gating these tools, then explains where it breaks down for security teams who depend on the same capabilities for defense. A $1,400 experiment in AI security auditing outperformed OpenAI’s Codex Security A research team has built a system that teaches AI agents to hunt for software bugs by writing the audit method down as plain text. The system, called EVOHUNT, keeps the underlying AI model fixed and improves only an external “playbook” that tells the agent how to work. GTA 6 early access offers are taking gamers’ crypto Scam websites are circulating across the internet with a pitch aimed at millions of gamers: a way to play Grand Theft Auto VI before its release. The pages promise early access for a few hundred dollars in cryptocurrency, ask buyers to enter a payment code, and claim the game will then unlock. Praxen: Open-source AI agent behavior verification Praxen is an open-source tool with a simple job: it checks whether an AI agent does what it claims to do. The tool takes an agent’s declared policy, looks at how the agent operates, and points out every spot where the two drift apart. Where IT meets OT and railway cybersecurity gets harder In this interview with Help Net Security, Jorge Aldegunde, Global Head of Railway Services at DNV, talks through what happens when old operational technology meets newer IT in monorail systems. He explains why open networks widened the attack surface, how teams decide whether to patch a signalling flaw without stopping trains, and who carries the liability. Scoring AI hackers when there is no answer key AI models are solving an increasing number of offensive cybersecurity benchmarks, making those tests less useful for evaluating the most advanced systems. Many rely on vulnerabilities that have already been publicly documented, allowing models to draw on existing knowledge. FrontierCyber, a benchmark from AI security lab Irregular, takes a different approach. It places models on real systems and measures how far they progress toward a security objective. The uptime questions every engineering leader should ask this week In this interview with Help Net Security, Mattias Geniar, CTO at Oh Dear, explains why most outages start quietly, as creeping latency or a slow rise in errors. He argues teams alert on the wrong things: absolute numbers instead of changes, isolated endpoints instead of real user outcomes. Healthcare leaders see a fatal cyber incident as inevitable Healthcare practices run on a chain of outside vendors. An EMR system holds clinical records, a billing platform processes claims, a telehealth tool supports remote visits, and a cloud provider stores data. Every one of those connections gives an outside company a path into the practice, and any one of them can break. According to Omega Systems’ 2026 Healthcare IT Landscape Report, the large majority of practices dealt with at least one operational disruption that traced back to a vendor or a vendor’s own supplier. Two CEOs on why security and AI readiness belong together SuperOps and Guardz are bundling PSA, RMM, MDM, and agentic SecOps into one offering for MSPs. In this Help Net Security Q&A, SuperOps CEO Arvind Parthiban and Guardz CEO Dor Eisner explain how a connected stack cuts the time and context lost to tool-switching, lowers costs against multi-vendor setups, and helps close the gap between average MSP margins of 8% and the 18% top performers reach. What the Fortibleed campaign means for organizations running FortiGate firewalls A massive credential-harvesting campaign targeting FortiGate firewalls has exposed thousands of organizations to potential network compromise, and a trove of attacker tools, scripts, and credentials left inadvertently exposed on a server has given researchers an unusually detailed look at how the operation worked. Cisco Unified CM flaw actively exploited to drop webshells (CVE-2026-20230) CVE-2026-20230, a server-side request forgery (SSRF) vulnerability affecting Cisco’s Unified Communications Manager (Unified CM), is being exploited to drop webshells and achieve remote code execution capability on the underlying server. Law enforcement hits StealC and Amadey malware networks Operation Endgame, the largest international law enforcement operation aimed at disrupting ransomware and cybercrime infrastructure across the world, has claimed its latest targets: StealC and Amadey. Mystery hackers use novel SharkLoader dropper against governments, software devs Kaspersky researchers have uncovered a previously unknown cyberattack campaign that has compromised government organizations and software development companies in multiple countries. Synology issues critical fix for MailPlus Server vulnerabilities Synology has has fixed critical vulnerabilities in MailPlus Server, a software package used to run private email infrastructure on Synology NAS devices. Details about the vulnerabilities are still under wraps. Product showcase: How to evaluate AI SOC platforms and where Prophet AI leads The agentic SOC market is crowded with vendors promising to automate alert triage, investigation, and response. The challenge is separating measurable operational gains from marketing claims. Prophet Security is an agentic AI SOC platform that autonomously triages, investigates, and responds to security alerts. It also helps strengthen detection and response programs by identifying tuning opportunities, uncovering detection gaps, and enabling natural-language threat hunting. 23 ClawHub plugins squatting official scopes expose AI registry security gaps In this Help Net Security video, Ax Sharma, Head of Research at Manifold Security, breaks down how 23 code-executing plugins ended up under ClawHub’s official @openclaw and @clawhub scopes while owned by unrelated accounts, why an official-looking scope is a supply chain risk even when the code isn’t malicious, and what the registry changed after the disclosure. What your next cyber insurance renewal will demand In this Help Net Security video, Michael Loewy, co-founder, Tide Foundation, explains how cyber insurance is rewriting security programs at renewal time. Hundreds of AI-powered iOS apps found exposing credentials Mobile app developers are packing AI features into everything from writing assistants to productivity tools and lifestyle apps. New research shows that securing access to those services remains a challenge. Researchers from Wake Forest University analyzed 444 iOS applications with LLM features and found 282 that exposed exploitable credentials or backend access mechanisms. Free, no-signup World Cup streams serve scams instead of football Researchers at Malwarebytes identified dozens of websites claiming to offer free access to FIFA World Cup matches. Instead of streaming games, the sites directed visitors through a chain of advertising pages designed to generate revenue for their operators. Phishing hides in routine Microsoft 365 workflows Attackers are abusing Outlook Groups and Microsoft 365 collaboration features to make phishing campaigns appear routine, according to Fortra. The attack begins when a target is added to or invited into an attacker-controlled Microsoft 365 Group. The group’s name, description, or welcome message is designed to create urgency, often using themes such as payroll updates, contract renewals, supplier requests, or mandatory training notices. Two Scattered Spider hackers plead guilty over Transport for London cyberattack Two members of the notorious hacker group Scattered Spider have pleaded guilty to charges related to a 2024 cyberattack on Transport for London (TfL) that resulted in £29 million in loss and recovery costs. Using Reddit to manipulate AI search results is surprisingly easy A Reddit comment that takes only a few seconds to write can end up influencing the answers generated by AI research tools. A Cornell Tech study found that a short snippet of user-generated text, sometimes as little as 13 words, was enough to affect the output of deep-research agents, AI systems that search the web, gather information from multiple sources, and generate reports with citations. LastPass customer data exposed through Klue supply chain attack LastPass disclosed that attackers used OAuth tokens compromised in a supply chain attack on Klue, a market intelligence platform that integrates with CRM and sales tools across organizations, to access customer data stored in its Salesforce environment. Phishing attack on healthcare firm Xsolis impacts 1.4 million people Healthcare technology company Xsolis confirmed that a phishing attack resulted in unauthorized access to its network. The company develops AI-powered software for hospitals, health systems, and health plans and serves more than 600 hospitals and health insurers. Algerian national accused of running cybercrime marketplaces extradited to US An Algerian national accused of running online marketplaces that sold phishing kits and fraud tools has been extradited from Spain to the United States to face bank fraud conspiracy charges. WhatsApp will warn users before they message a potential scammer WhatsApp is rolling out a warning screen on Android and iOS that appears before users open chats with unfamiliar phone numbers. Meta hopes that this new feature will help users avoid scammers. Hacker gets 18 months for attack that compromised 60,000 betting accounts A 21-year-old man known online as “Snoopy” was sentenced to 18 months in prison for his role in a scheme that hacked user accounts on a fantasy sports and betting website and sold access to them, causing hundreds of thousands of dollars in losses. Stealthy new backdoor surfaces in attacks on multiple sectors A relatively new backdoor called Mistic has been deployed in multiple attacks since April 2026 targeting organizations in the insurance, education, IT, and professional services sectors, according to Symantec. A privacy-first take on local malware analysis Submitting a suspicious file to VirusTotal or MalwareBazaar uploads a copy to a searchable public repository. While these platforms help analysts quickly identify malicious files, they also allow threat actors to see when their tools have been detected by monitoring for matching hashes. In targeted attacks, uploaded samples may also contain sensitive victim data, exposing it to third-party systems. Burnyard, a research project from The Ohio State University takes aim at this condition. It runs suspicious binaries on the analyst’s own hardware and keeps each sample local for the duration of the analysis. Microsoft gives Windows 10 users an unexpected extra year of free security updates Microsoft has given Windows 10 users another year of free security updates, extending its consumer Extended Security Updates (ESU) program until October 12, 2027. SIM-swapping gang busted in international police operation Officers from Poland’s Central Bureau for Combating Cybercrime (CBZC) arrested four suspected members of an organized cybercrime group accused of SIM swap attacks, cryptocurrency theft, and money laundering. Mirage2FA phishing kit uses HTML smuggling to steal Microsoft 365 credentials Mirage2FA, a phishing kit that combines short-lived HTML smuggling with obfuscated JavaScript loaders to deliver fake Microsoft 365 login pages and steal credentials during MFA prompts, has been identified by researchers at Fortra. The systemd 261 release brings a software TPM, new OS installer Linux distributions that ship systemd as their init system now have a new version to track. The systemd 261 update adds a cloud metadata subsystem, carries process state through kexec reboots, and continues a long-running effort to load external libraries on demand. Product showcase: Avira Security for iOS blends security, privacy, and device optimization Avira Mobile Security for iOS combines security, privacy, and device optimization tools in a single application. The app is also available for Android, macOS, and Windows devices. Only 7% of companies are ready for the AI agents they deployed Most organizations now run or pilot AI agents that operate on company data with limited human direction at each step, a share that reaches 88% in Veeam Software’s Data and AI Trust Gap report. The systems that are supposed to keep an eye on them have not caught up. Residential proxy SDKs are hiding in LG and Samsung smart TV apps Smart TVs in living rooms run small apps that show fish tanks, clocks, solitaire games, and slideshows of puppies. A share of those apps can also send other people’s internet traffic out through the home connection. Spur Intelligence scanned 6,038 apps across LG webOS and Samsung Tizen and found 2,058 that contain residential proxy software. OpenAI wants AI to fix vulnerabilities, not just find them OpenAI expanded Daybreak, its cybersecurity initiative that combines AI models, Codex Security, security researchers, maintainers, industry partners, and access controls to support vulnerability discovery and remediation. Organizations can use the initiative to identify, validate, and fix software vulnerabilities, while developers, maintainers, and security teams can use its tools to strengthen defensive security capabilities. Security testing was built for a slower world Software teams are pushing code into production faster than security testing can keep up. AI is accelerating development cycles and adding pressure to security programs that rely on periodic validation and manual penetration testing. The 2026 State of AI Security Testing report from Aikido Security found that 76% of organizations have had to stop, restrict, or roll back AI-driven behavior in the past 12 months. Google Workspace expands password reset alerts to all admins Google’s Alert Center, a dashboard in the Google Admin console that displays security and administrative alerts and helps administrators identify, investigate, and respond to issues affecting their organization, is expanding the “Super Admin password reset” alert into the “Admin password reset” alert. The feature is rolling out gradually and will be available to all Google Workspace customers. Anthropic’s Claude Tag gives AI agents independent identities Anthropic introduced an agent identity model for Claude Tag, its AI assistant designed for team collaboration in shared workspaces. The model gives Claude its own identity, permissions, and tool access, configured by administrators and tied to a workspace or channel. Most teams will ship AI-written infrastructure code with little review AI-assisted development has settled into everyday practice across software organizations, and developers using it move from idea to working code in hours. That code does not stay with the developers who prompt it. It flows downstream to the DevOps and platform teams who deploy and maintain it, and those teams are not getting the same speed boost. Best practices for AI in open-source work Free and open source software developers us AI coding assistants such as Claude Code, Copilot CLI, Antigravity, and OpenCode in their daily work. The Software Freedom Conservancy responded to that trend with a set of recommendations for contributors who use these tools, which it groups under the label LLM-gen-AI, meaning generative AI systems backed by LLMs. LLM security advice looks solid until you check the hard cases Plenty of people now type their security worries straight into a chatbot. A hacked account, a suspicious email, a stalker who might be tracking a phone, all of it lands in the same window someone would use to ask about dinner. A benchmark called HelpBench tests how well chatbots handle those moments, and the results give security professionals something to watch in what their users are being told. Google Wallet adds TSA Touchless ID for faster airport screening Google Wallet has joined the Transportation Security Administration’s (TSA) PreCheck Touchless ID program, allowing travelers to pass through security checkpoints using the TSA’s facial comparison technology. The system verifies identity by matching a live photo taken at a checkpoint with identity and flight information, reducing the need to present a physical ID. Modelplane: Open-source control plane for AI inference Organizations that run open-weight models on hardware they own operate GPU fleets spread across clouds, neoclouds, and on-premise data centers. Each fleet handles model placement, replica scaling, infrastructure provisioning, weight distribution, and traffic routing. Teams have built this coordination layer by hand, one operator at a time. Upbound, the company behind the Crossplane project, released Modelplane, an open-source control plane that manages fleet-wide coordination for AI inference. Ransomware gangs find Europe’s weakest link in third-party suppliers Ransomware attacks against European organizations increased during the first months of 2026, with third-party suppliers becoming a major entry point for attackers. Black Kite examined 2,066 ransomware incidents across 31 countries between January 2025 and April 2026 in its 2026 European Cyber Risk Report. Critical open-source projects get a new security framework Open source software projects are getting a new framework for handling security vulnerabilities as AI shortens the time between flaw discovery and exploitation. The Linux Foundation has launched Akrites, an industry initiative that brings together technology companies, financial institutions, security vendors, AI companies, and open source projects to support the remediation and disclosure of vulnerabilities affecting widely used open source software. Cybersecurity jobs available right now: June 24, 2026 We’ve scoured the market to bring you a selection of roles that span various skill levels within the cybersecurity field. Check out this weekly selection of cybersecurity jobs available right now. New infosec products of the month: June 2026 Here’s a look at the most interesting products from the past month, featuring releases from AISLE, Asimily, Blue Planet, depthfirst, Diligent, Drata, Elastic, Filigran, Flip, Hyland, IDnow, Legit Security, MazeBolt, Noma, Qodo, Ridge Security, Tigera, and WitnessAI.
helpnetsecurity.comJun 28, 2026extracted
More Klue Breach Victims Identified as Hackers Get Hacked
Roughly two dozen Klue customers have come forward and confirmed that their Salesforce instances were compromised in a supply chain attack earlier this month. The attack unfolded between June 11 and 12, when hackers used compromised legacy credentials to access the market intelligence platform Klue, obtain OAuth tokens for customers’ Klue integrations, and exfiltrate data in bulk. Salesforce disabled the Klue integration on June 17, and its status page shows it has yet to re-enable it. Gong also disabled the integration. The list of impacted organizations also includes AlertMedia, Blackbaud (requires authentication), Camunda, Cresta, Deel, Lucanet, Link11, and Tines. Klue has hundreds of customers and the blast radius could be wider, but SecurityWeek has not seen other notifications regarding the incident. It should also be noted that some Klue customers, such as Autodesk, might not use the Salesforce integration with Klue and were not affected. The attack was claimed by a threat actor named Icarus, which added Klue and several of its customers to a Tor-based leak site, threatening to leak the stolen information – mainly business contact and support data – unless a ransom was paid. Klue confirmed the data breach on Monday, saying it was investigating it, but has yet to publicly share updates on the findings. In the meantime, however, the market research firm has notified its customers privately that it has been in contact with the threat actor, which started deleting the stolen data, TechCrunch reports. Icarus’s leak site has been unavailable for the past couple of days, likely as a result of the negotiations with Klue, which suggests that the company might have paid up. Additionally, Klue reportedly told customers that Icarus themselves were hacked, and that the stolen data is now in the hands of another threat actor, which is running its own extortion campaign. The incident allegedly affects 195 Klue customers, but the second group supposedly stole only sample data from Icarus. No known extortion group other than Icarus appears to have publicly claimed possession of data stolen during the Klue incident. SecurityWeek has emailed Klue for a statement and will update this article if the company responds. Related: Canadian Electricity Provider London Hydro Discloses Data Breach Related: Xsolis Data Breach Affects 1.4 Million Individuals Related: Texas Parks & Wildlife Data Breach Affects 3 Million Individuals Related: Kodak Admits Data Breach After ShinyHunters Hack Claims
securityweek.comJun 26, 2026extracted
BeyondTrust, LastPass Impacted by Klue-Salesforce Incident
LastPass is the latest cybersecurity firm to have disclosed the impact from the Klue hack, which resulted in unauthorized access to customers’ Salesforce instances. A threat actor calling itself Icarus used a compromised legacy credential to access Klue’s systems and generate OAuth tokens to breach third-party platforms Klue integrates with, such as Salesforce. Icarus then accessed the connected Salesforce instances and exfiltrated data in bulk, using automated scripts. Salesforce and Gong have disabled the Klue integration in response to the attack, and over a dozen organizations have already confirmed the impact. Incident notifications from the affected companies reveal that the attackers accessed business data accessible through the Klue integration, and that no internal systems were compromised. LastPass’s notice follows the same lines: “The information accessed was limited to standard business contact information and related customer relationship management (CRM) data, including customer names, phone numbers, email addresses, and physical addresses, as well as support case data and sales-related data.” The company says it has discontinued access to Klue, rotated exposed tokens, notified law enforcement, and launched an investigation together with Klue and Salesforce. “It is important to note that the scope of this incident is limited to only those systems that integrate with Klue’s application. LastPass products, services, and infrastructure were not impacted in any way, and customer vaults remain secure. There is also no evidence the threat actor accessed any Gong-related data,” LastPass said. This week, in addition to LastPass, 8×8 and Pendo announced they were affected. Late last week, HackerOne, Huntress, Insurity, Jamf, OneTrust, Recorded Future, Snyk, Sprout Social, and Tanium disclosed the impact from the attack. BeyondTrust also said business contact and sales-related information was stolen from its Salesforce instance, but the notification went unnoticed. On its Tor-based leak site, Icarus has listed several organizations as having their Salesforce data stolen, including Swiss AI communications solutions provider Gms-net. SecurityWeek has emailed the technology company for a statement and will update this article if it responds. Icarus’s website is currently down but, before becoming inaccessible, it listed at least four other companies that have yet to publicly disclose being affected by the Klue incident, which brings the number of victims to roughly 15. Per Huntress’s estimates, however, numerous other Klue customers were likely impacted by the data breach and are expected to come forward. Related: North Korean Hackers Blamed for Mastra NPM Supply Chain Attack Related: OpenAI Refocuses Cybersecurity Efforts on Patching Over Discovery Related: Russian Initial Access Broker Behind FortiBleed Campaign Related: Canadian Electricity Provider London Hydro Discloses Data Breach
securityweek.comJun 24, 2026extracted
LastPass customer data exposed through Klue supply chain attack
LastPass customer data exposed through Klue supply chain attack LastPass disclosed that attackers used OAuth tokens compromised in a supply chain attack on Klue, a market intelligence platform that integrates with CRM and sales tools across organizations, to access customer data stored in its Salesforce environment. “On June 12th LastPass was made aware of an incident that occurred at Klue (klue.com), a third-party market intelligence platform utilized by our go-to-market teams which integrates with our Salesforce and Gong systems,“ LastPass said. “We immediately launched an investigation and learned that, as part of this incident, an unauthorized actor was able to obtain OAuth tokens Klue held for many of its customers, including LastPass.“ The company said the incident was limited to systems integrated with Klue’s platform and did not affect its products, services, infrastructure, or customer vaults. According to LastPass, the exposed data included standard business contact information and CRM records, including customer names, phone numbers, email addresses, physical addresses, support case information, and sales-related records. LastPass warned that the exposed contact details could be used in phishing or social engineering attacks and urged customers to be wary of unsolicited emails, phone calls, or requests for sensitive information, adding that it will never ask users for their master passwords. After discovering the breach, LastPass revoked employee access to Klue, rotated the exposed API tokens, and launched an investigation with Klue and Salesforce. The company also notified law enforcement and released indicators of compromise, including IP addresses and email sender domains. LastPass previously suffered a major breach in 2022, when attackers stole customer password vault backups. Three years later, researchers at TRM Labs linked cryptocurrency thefts to credentials recovered from some of the stolen vaults, with on-chain evidence pointing to possible Russian-speaking threat actor involvement. Klue breach triggers security vendor disclosures Last week, cybersecurity vendor Huntress acknowledged that it was among multiple companies affected by a breach originating at Klue. Huntress published a detailed account of the incident on June 18, describing it as a “security domino effect” that began with a compromised integration credential and led to the theft of customer data from several connected platforms, including Salesforce. Several other security vendors, including Recorded Future, Tanium, and Jamf, have also disclosed their involvement and published statements detailing how they were affected. An extortion group known as “Icarus,” active since late April 2026, claimed responsibility for the attack on its data leak site. “Based on our investigation to date, the incident was limited to the affected third-party platforms, and there is no evidence that customer content stored within the Klue platform was impacted,” Klue CEO Jason Smith noted. “We recognize that customers rely on Klue to securely connect to their systems, and we understand the seriousness of that responsibility.” “Since identifying the incident, we have been communicating directly with affected customers, sharing investigative findings and supporting their response efforts. Specific remediation guidance has been shared directly with affected customers,” Smith concluded. According to Klue, the incident was traced to a credential created for a limited pilot project in 2022 that was later used by attackers to access customer data. “The threat actor will likely continue to post the data of the companies that it compromised from the Klue breach. Icarus will also likely continue to put pressure on impacted organizations to pay a ransom in exchange for not releasing their data,” Huntress stated. Klue did not say whether it had been in contact with the hackers or planned to negotiate with them.
helpnetsecurity.comJun 24, 2026extracted
LastPass confirms data breach in Klue supply chain attack
LastPass announced that hackers accessed support cases containing customer data from its Salesforce environment after stealing the company's OAuth tokens in the Klue supply chain attack earlier this month. The password management platform says its products, services, and infrastructure were not affected by the incident and that customer vaults remained secure. “On June 12th, LastPass was made aware of an incident that occurred at Klue (klue.com), a third-party market intelligence platform utilized by our go-to-market teams, which integrates with our Salesforce and Gong systems,” LastPass says. "We immediately launched an investigation and learned that, as part of this incident, an unauthorized actor was able to obtain OAuth tokens Klue held for many of its customers, including LastPass.” “The threat actor then used these credentials to access LastPass customer data within our Salesforce environment.” The investigation into the incident did not reveal any evidence that the attacker accessed Gong-related data, which typically includes customer calls and emails. According to LastPass, the following data may have been exposed: Customer names Phone numbers Email addresses Physical addresses Support case information Sales/CRM-related data Attackers may leverage the above information in phishing and social engineering attacks. The general recommendation for users is to be cautious of unsolicited communications over the phone or email, especially those that request sensitive details. The master password should not be shared with anyone. The Klue supply chain attack was claimed by the Icarus extortion group, who compromised the infrastructure of the AI-powered market intelligence platform and stole OAuth tokens that connected customers' Salesforce environments. Icarus hackers gained access to Klue's infrastructure using compromised legacy credentials for an integration service. This gave them access to OAuth tokens that connected Klue to various third-party services. The incident impacted multiple organizations, including Recorded Future, Tanium, Jamf, Sprout Social, Gong, and Insurity. The threat actor exfiltrated Customer Relationship Management (CRM) data and launched an extortion campaign. LastPass has disabled employee access to Klue, rotated the exposed API/OAuth tokens, and notified law enforcement while the investigation is underway. The company also warned about the threat actors using the sender domains baccarat.com[.]au, robinskitchen.com[.]au, house[.]com.au, noting that only communications from the official support channels should be trusted. Overall prevention scores can hide what happens after initial access. Once attackers are using valid credentials, prevention drops sharply. The Blue Report 2026 measures defenses technique by technique across 338 million simulations run in customer production environments. Get the report
bleepingcomputer.comJun 23, 2026extracted
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