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runZero 5.0 unifies exposure management to accelerate risk reduction
runZero 5.0 unifies exposure management to accelerate risk reduction runZero has announced runZero 5.0, a major platform evolution designed to help organizations defend their expanding attack surfaces against high-velocity, AI-fueled threats. The new release unifies the exposure management lifecycle into an automated workflow that enables security teams to seamlessly discover assets and network connections, identify and prioritize critical risks, and initiate and validate remediation to proactively reduce exposure and achieve operational resilience. For years, defenders have been overwhelmed by siloed asset and vulnerability data, leaving gaps that modern threat actors exploit with unprecedented speed. runZero 5.0 gives defenders the upper hand, transforming in-depth asset and exposure data into actionable, outcome-driven intelligence, making it easy to isolate truly critical risks, track environmental changes in near real time, and instantaneously operationalize guidance to remediate exposures. runZero 5.0 empowers security teams to map complex IT, OT, IoT, cloud and mobile environments without agents or credentials, returning unmatched asset and exposure intelligence that is analyzed and summarized to focus attention where it matters most. New dashboards and views alert defenders to high-risk and emerging exposures, delivering each with environmental context to accelerate response and substantially compress the time from detection to verified remediation. Security teams can act quickly and decisively on the most critical exposures and then verify that these risks are fully mitigated. “AI is essentially automating the attacker’s recon, so threat actors can find and exploit weaknesses in minutes instead of days,” said HD Moore, CEO of runZero. “runZero 5.0 levels the playing field, giving defenders the immediate intelligence needed to find and prioritize the exposures that are most likely to be exploited, spot segmentation issues, verify remediation, and shut down threats quickly.” A unified program for continuous exposure management By seamlessly connecting comprehensive asset and exposure discovery, automated risk prioritization, coordinated remediation, and shareable reporting into a streamlined workflow, runZero 5.0 delivers actionable intelligence that empowers security teams to go from passive asset inventory to proactive risk reduction. New capabilities in runZero 5.0 include: Focused exposure intelligence: A new default dashboard prioritizes exposures that are most likely to lead to an incident and instantly surfaces critical operational issues — such as emerging threats, newly identified exposures and attack surface insights, multi-homed devices, and recent changes in the environment. By automatically highlighting high-risk exposures and segmentation gaps, teams can focus attention on the assets and connections that pose the greatest operational risk. Enhanced vulnerability impact insights and risk prioritization: Version 5.0 broadens vulnerability detection, including expanded end-of-life coverage for network devices and out-of-band testing that identifies blind vulnerability classes without requiring customer infrastructure. runZero 5.0 also correlates asset-specific hardware and software data with known advisories; the results are consolidated into streamlined “Missing Patches” entries that offer impact intelligence and remediation recommendations, reducing noise and accelerating fixes. Faster, verified vulnerability remediation: With 5.0, runZero serves as the definitive system of record for risk reduction, managing the remediation lifecycle from initial exposure identification to verified closure. Security teams can now easily and quickly open issues with runZero and then drive execution in Jira, including tracking ownership, enforcing closure comments for audit readiness, and mapping status transitions in Jira. Most importantly, defenders can confirm fixes against live state, ensuring that gaps are truly closed. Interactive exposure reporting: New capabilities transform real-time dashboards and asset inventories into automated, interactive reports. Delivered via email, these reports enable stakeholders to filter and analyze risk data without platform access. Recipients can search, export to CSV/JSON, or download layouts as graphics — all without a login — easing the burden of compliance and executive reporting. runZero 5.0 builds on new capabilities recently released in Version 4.9, including powerful new 2D/3D topology maps, interactive attack path mapping, multi-homed device detection, and expanded OT discovery capabilities. The combined feature sets advance complete attack surface intelligence across converged IT, OT, IoT, cloud, and mobile environments, offering the agility and insights to successfully defend infrastructure against a new wave of AI-driven attacks.
helpnetsecurity.comJun 25, 2026extracted
Accenture to buy Dragos, runZero, and NetRise in $4.2 billion cybersecurity deal
Accenture to buy Dragos, runZero, and NetRise in $4.2 billion cybersecurity deal Accenture is expanding its position with the acquisition of a majority stake in Dragos and all of runZero and NetRise to deliver end-to-end operational technology (OT) security for the critical infrastructure and industrial operations underpinning power grids, pipelines, manufacturing, distribution facilities and data centers. The Dragos Platform will expand to cover the extended environment that controls physical processes, while Accenture’s deep OT security expertise, unique industrial datasets and decades of trusted relationships with critical infrastructure operators will address a need previously unaddressed at scale. Dragos’ OT threat detection, trusted vendor-neutral platform and proprietary dataset will be enhanced through the acquisitions of runZero and NetRise. The addition of runZero will bring comprehensive exposure assessment and attack-surface intelligence. NetRise will add a unique software supply chain dataset and firmware-level visibility into device exposure. Combining Dragos with runZero and NetRise will deliver a unified solution that enhances visibility, accelerates threat detection and response and strengthens Dragos’ ability to scale adoption of its broadened platform. Industrial and critical infrastructure operators will have one place to see everything on their OT network, understand what’s running on it and help stop what’s attacking it. The expanding mix of critical assets, including industrial control systems, Internet of Things, sensors, cloud-connected devices and related IT infrastructure, makes up the extended high-growth operational technology environment known as “xOT.” With operational environments more connected than ever, AI is being integrated into industrial decision-making in ways that will expand xOT environments further over the next several years. AI is also being integrated into adversary operations in ways that compress the time between IT compromise and OT targeting. As geopolitical and AI-driven threats accelerate, most cybersecurity budgets remain focused on IT, leaving critical infrastructure xOT environments exposed. To address this imbalance, business and government leaders need to invest now in xOT cybersecurity that uses the right datasets to help defenders harness AI more effectively. “In an age when AI-driven cyber threats and geopolitical risk are evolving at a rapid pace, our cybersecurity practice is growing by double-digits and has a strong track record of leveraging inorganic opportunity to fuel organic growth,” said Julie Sweet, CEO, Accenture. “Our clients across industries and regions are asking us how to be more proactive and integrated in their approach to cybersecurity. The addition of Dragos, complemented by runZero and NetRise, fills this important need. We are confident Dragos’ differentiated OT platform will accelerate our growth in the critical infrastructure and industrial operations markets, driving long-term shareholder value through scaled adoption of advanced cybersecurity capabilities,” Sweet added. Led by Dragos CEO Robert M. Lee, runZero and NetRise will operate under Dragos (based in Hanover, Maryland with 580 employees), which will continue to function as an independent business. HD Moore, CEO of runZero (based in Austin, Texas with 66 employees), Thomas Pace, CEO of NetRise (based in Austin, Texas with 57 employees), and Michael Scott, Chief Technology Officer & Chief Scientist at NetRise, will become key Dragos executives. “Our energy and water systems, manufacturing plants, data centers and other operational environments need cybersecurity built from the ground up for xOT and designed to keep pace as threats evolve. The consequences of getting it wrong become societal threats,” said Robert M. Lee, CEO of Dragos. “Organizations need solutions, not a patchwork of software and services. The addition of runZero and NetRise will allow the Dragos Platform to be a unique end-to-end platform for global defense, and Accenture will bring its decades of trusted relationships and deep expertise to help us scale and secure more critical infrastructure and physical operations globally.” Dragos works with the world’s leading technology companies, including through its strong collaboration with cloud platforms, as well as cybersecurity software companies and OT equipment manufacturers. Dragos will retain its vendor-neutral approach and its product roadmap to support customers’ complex, multi-vendor environments. Transaction builds on Accenture’s track record of growth and value creation in cybersecurity Accenture has grown its cybersecurity business to $10 billion of revenue in fiscal year 2025 from $700 million of revenue in 2016. This represents a 35% compounded annual growth rate (CAGR), which is four times the rate of Accenture’s overall CAGR. These acquisitions are expected to meaningfully expand Accenture’s position in the OT cybersecurity market from services, where Accenture is already an established leader in an estimated $7 billion OT cybersecurity services market, into the broader OT cybersecurity market through the addition of software capabilities—an estimated $27 billion opportunity in 2026, projected to grow to nearly $59 billion by 2031 at approximately 16% CAGR. Together, Dragos, runZero and NetRise are estimated to generate approximately $208 million in annual recurring revenue as of June 2026, representing 53% year-over-year growth. The acquisitions deliver strong gross margins and, while initially dilutive, are expected to be accretive to earnings per share and free cash flow over time, positioning the business for long-term growth and returns. Transaction details Accenture has entered into agreements to acquire a majority stake in Dragos and 100% of runZero and NetRise at a combined enterprise value of approximately $4.175 billion, subject to customary purchase price adjustments. The transactions are expected to close in August or September 2026, subject to customary closing conditions, including receipt of required regulatory approvals.
helpnetsecurity.comJun 19, 2026extracted
Cisco to Acquire WideField Security to Boost Splunk’s Agentic SOC
Cisco on Thursday announced an agreement to acquire identity lifecycle security company WideField Security to strengthen the capabilities of Splunk’s Agentic SOC. No financial details have been publicly disclosed. WideField raised more than $11 million in Series A funding last year. WideField has developed technology that enables organizations to discover human and non-human identities, map exposures across accounts and roles, and assess hygiene gaps. The company’s platform also enables users to detect misconfigurations in authentication policies and weak authentication paths, providing live session monitoring for real-time threat detection, and AI-powered behavioral analytics. By integrating this into Splunk’s Agentic SOC and Cisco’s broader data fabric, the acquisition brings deeper identity and session intelligence into threat investigations, adding critical details around credentials, active sessions, and potential impact radius. This helps security teams better understand context for both human and AI-driven activity, and organizations gain the visibility needed to run autonomous AI systems securely at scale. This is Cisco’s third cybersecurity-related M&A deal of 2026, after Galileo and Astrix Security. Cisco’s announcement came on the same day Accenture revealed a major OT cybersecurity push via acquisitions totaling $4.1 billion. The professional services giant is taking a majority stake in Dragos and fully acquiring runZero and NetRise. SecurityWeek’s M&A tracker has cataloged approximately 190 deals to date in 2026. Related: SailPoint to Acquire Entro in Reported $200 Million Deal Related: Cybersecurity M&A Roundup: 26 Deals Announced in May 2026 Related: 1Password Acquires Apono in Reported $250M-$300M Deal
securityweek.comJun 19, 2026extracted
Accenture to Acquire Majority Stake in Dragos, All of runZero, NetRise in $4.1 Billion OT Cybersecurity Push
Accenture on Thursday announced that it’s taking a majority stake in Dragos and fully acquiring runZero and NetRise as part of a major OT cybersecurity push valued at roughly $4.1 billion. Dragos is widely recognized for its vendor-neutral platform specializing in OT threat detection and industrial cybersecurity. NetRise contributes deep firmware analysis and software supply chain visibility capabilities, while runZero, the company founded by renowned cybersecurity expert and Metasploit creator HD Moore, adds advanced asset discovery, exposure assessment, and attack surface intelligence. Accenture says the combination of the three companies will deliver a unified solution that provides industrial and critical infrastructure operators with enhanced visibility across their OT environments, as well as improved threat detection and response capabilities. “Our agreement to acquire a majority stake in Dragos and all of runZero and NetRise, leaders in OT Security, is the type of move that defines our strategy: it is expanding our addressable market, creating a new platform-led growth opportunity, and is positioning Accenture at the center of one of the most critical cybersecurity challenges our clients face,” said Accenture Chair and CEO Julie Sweet. According to Accenture’s announcement, the combined enterprise value is roughly $4.175 billion, subject to standard price adjustments. The deals are expected to close in August and September. Once the acquisitions are completed, runZero and NetRise will be led by Dragos CEO Robert Lee and they will operate under Dragos, which will remain an independent business. Lee noted in a LinkedIn post that the deal values Dragos at $3.25 billion. “We will remain an independent and vendor-neutral company as always, and Accenture is going to give us reach, and scale to find and remove adversaries from our community’s infrastructure,” Lee said. “Accenture will also contribute their OT cybersecurity expertise and unique datasets that no other provider has to help us make the Dragos Platform and our AI capabilities the most complete xOT cybersecurity platform in the market.” According to Accenture, Dragos, runZero, and NetRise are projected to deliver roughly $208 million in ARR as of June 2026, representing a 53% increase from the prior year. Accenture’s acquisition strategy may also be viewed as a competitive response to ServiceNow’s $7.75 billion acquisition of Armis and as an effort to extend its reach across IT, OT, IoT, and medical devices. Accenture is building a similar foundation through runZero’s asset discovery, NetRise’s device and firmware intelligence, and Dragos’ OT security platform, creating the building blocks of a comprehensive asset-centric security platform. The transaction also brings together two cybersecurity firms founded by military veterans: Dragos, launched by former US Air Force cyber warfare officer Robert M. Lee, and NetRise, founded by former US Marine Thomas Pace. Lee is currently serving as a Lieutenant Colonel in the Army National Guard, serving as the Executive Officer at the IOSC in the 91st Brigade focused on OT/ICS cybersecurity and response. Accenture announced two cybersecurity-related acquisitions last year: IAMConcepts and CyberCX. SecurityWeek’s M&A tracker has cataloged approximately 190 deals to date in 2026. Related: SailPoint to Acquire Entro in Reported $200 Million Deal Related: 1Password Acquires Apono in Reported $250M-$300M Deal Related: Cybersecurity M&A Roundup: 26 Deals Announced in May 2026
securityweek.comJun 18, 2026extracted
Will AI Kill the Bug Bounty Industry?
AI is disruptive. Anthropic’s Claude Mythos model, and its successors, promise to be even more disruptive: they could threaten the existing bug bounty and/or in-house offensive security industries. AI has been widely adopted by both cybersecurity attackers and defenders. Attackers use it to help find bugs and craft attacks from sophisticated social engineering through to developing exploit and malware code. Defenders use it to help detect attacks in progress, detect deepfakes, and help code new software, and for bug bounty hunters and offensive security practitioners, to unearth bugs to fix them before they can be exploited. So far, AI has proven to be a force multiplier rather than a position replacement. Mythos threatens to alter this balance. The evolution of bug bounty programs Bug bounties and pentesting are in a state of flux. That’s nothing new: everything in cybersecurity is constantly in flux. But the Mythos arrival may provide the most rapid flux in offensive security yet. A bounty is a reward. ‘Dead or alive’, was an early 19th-century US tagline. That concept still survives, but with law enforcement now offering bounties for information on live cybercriminals. A bug bounty is a reward for finding a bug not a person. In 1983, Hunter & Ready offered a free Volkswagen Beetle car (commonly known as a Bug) as the reward for finding a computer bug in its VRTX operating system. The new tagline was ‘Get a bug if you find a bug’. The concept of bug bounties had arrived and began to expand from the 1990s: Netscape in 1995; IDefence introducing the middleman concept in 2002 (any person could report any bug to any vendor); Mozilla for Firefox in 2004, Google in 2010, and Facebook in 2011. The HackerOne (with Kara Sprague as CEO) and Bugcrowd (co-founded by Casey Ellis) bug-bounty platforms were established in 2012, followed by YesWeHack in 2015, and Intigriti (Inti De Ceukelaire) in 2016. These are the four primary bounty platforms. Throughout the 2010s the concept expanded and many more companies began to offer bug bounties. By 2022, bounty hunter Youssef Samouda was able to tell SecurityWeek, “With Meta and Google, I make around $400,000 per year.” At the end of 2022, AI in the form of LLMs became generally available, and by late 2024 and early 2025 the modern concept of autonomous agentic AI began to take center stage. By June 2025, autonomous offensive security firm XBOW, had achieved #1 position in HackerOne’s leaderboard. The history of bug bounties shows a consistent combination of expansion with an increasing use of automation and artificial intelligence – which brings us to today. In-house offensive security has followed a similar path but driven by salary rather than reward. Bug bounty today Cassim Khouani (known online as Aituglo and listed in the top 30 Hackers on YesWeHack) wrote The state of Bug Bounty in 2026, published on April 13, 2026. In it, he describes using Claude to aid discovery. Overnight, it discovered ten bugs. “Sounds great on paper. Except half of them were duplicates, and the rest took weeks to get triaged because the report queue on that program had become unmanageable. Welcome to bug bounty in 2026.” He believes bug bounty as we know it today is dying. “What comes next can be better, if we play it right.” Everybody, he suggests, is using one or other form of AI to search for bugs, 24/7 without getting tired. It succeeds, but with side effects: “We end up in a constant mental fog, jumping from one tmux pane to another, switching from one program to the next.” And the bounty platforms themselves suffer from so many new AI-assisted submissions, with triaging and payments taking longer. Companies paying bounties are also suffering with more bug reports, some of poor quality and some critical. “More and more companies are stepping back from bug bounty,” he writes, “while others [such as Google] increase their rewards or change their policy.” Note that after Khouani wrote this in mid-April 2026, Google lowered its Chrome bug bounties and raised its Android bounties on April 30, 2026, citing AI as the cause for both. This is flux with its foot on the pedal: rapid change but not necessarily for the better. “The bug bounty of 2024 is dead. The one in 2026 is a different sport. The hunters who will make it are not those who launch the most agents, but those who know what to look for and where to look. AI is a multiplier, not a replacement.” This was written by Khouani based on his experience of using Claude to assist in bug finding. But then along came Claude Mythos, announced almost at the same moment he published his article. Anthropic’s claims for Mythos going forward suggest the future of AI is more than just a force multiplier. Mythos discovering vulnerabilities Mythos reportedly performs better than any other AI model in finding zero day bugs. “Over the past few weeks, we have used Claude Mythos Preview to identify thousands of zero-day vulnerabilities (that is, flaws that were previously unknown to the software’s developers),” announced Anthropic on April 7, 2026, “many of them critical, in every major operating system and every major web browser, along with a range of other important pieces of software.” In May 2026, Anthropic said its Mythos Preview had identified more than 23,000 potential vulnerabilities after scanning thousands of open-source software projects. Anthropic is apparently so concerned about its ability to find unfound bugs that it has released Mythos Preview to major software providers, allowing them to find and fix their own vulnerabilities (Project Glasswing) before the model becomes generally available. The CSA is equally concerned, having published a paper titled, “The ‘AI Vulnerability Storm’: Building a ‘Mythos-ready’ Security Program”, in which it recommends: “Introduce AI agents to the cyber workforce across the board, enabling defenders to match attackers speed and begin closing the gap.” Fed Chair Powell and Treasury Secretary Bessent met with the heads of major US banks to discuss the cyber risks that may be introduced by Mythos; Reuters has reported ‘Banking industry scrambles for Anthropic’s Mythos as global regulators review risks’; and the media has been full of wild, weird, and wonderful reporting. But one area has had little reporting so far: if Mythos is capable of finding bugs and developing exploit chains so rapidly, what effect will this have on the value and future of the existing bug bounty and offensive security industries? Organizations could just point Mythos at their software and find the bugs without needing to pay bounties or employ expensive pentesters and red teams. The future of bug bounty and offensive security Bug bounty and offensive security are not going away; but both must adapt to a new reality. AI is like sniping: the projectile and its effect may be autonomous, but it still needs a human to aim and pull the trigger. Complete autonomy is still in the future, and that human involvement will remain for years to come. It’s the speed of delivery and the accuracy that has changed. Keep Calm and Carry On: Mythos is not revolutionary Tod Beardsley, VP of security research at runZero, counsels that Mythos should be viewed in the historical concept of an industry barely 30 years old: any advance will seem huge and disruptive while it’s happening. “To be blunt, I don’t think Mythos is fundamentally different or the ‘YOU MUST BUY THIS’ security tooling that Anthropic’s marketing would like us to believe. It’s better tooling, for sure…” But, he adds, “To think that this (or any) model is so fundamentally powerful, dangerous, and revolutionary that you’d be a fool to not buy is to ride along with the classic FUD-based marketing that so often colors cybersecurity marketing… This is just another step on the road to better understanding the risk profile of your particular network.” Richard Ford, CTO at Integrity360, agrees with the need to stay calm but adds, ‘be ready to adapt’. “Anthropic’s own system card shows that this level of performance relied on uncensored models, extended compute, and heavy resampling. In other words, this is not yet a real-world scenario.” Nevertheless, he adds, “Bug bounty programs and human-led testing rely on expertise and time. AI will start to reshape that, although areas like business logic will still depend on human understanding.” It’s adaptation, not replacement, says Chris Payne, VP of forward deployed cyber engineers at Sevii. “Discovery accelerates for everyone, but the real bottleneck has always been investigation and remediation. The defenders who win will pair agentic AI with strong governance so they can investigate, hunt, and remediate at machine speed and endless scale, which will close the gap attackers are widening as we speak.” Jon David, co-founder and MD at NR Labs, agrees with this. The power of Mythos and future AI will allow attackers to find and exploit vulnerabilities faster than defenders can fix them. “But if we leverage AI in the same capacity, it also allows us to find and patch the vulnerabilities before they’re public in production. We must just make sure we’re using the same capabilities as the attackers on ourselves before they do.” This should ensure the continuance of in-house offensive security teams. Bounty hunters and bounty platforms have a slightly different problem to solve: participating companies are likely to become reluctant to pay bounties for an increasing volume of existing but largely irrelevant bug slop already found by hunters and their AI agents, and likely to increase with Mythos. “The widely used Curl project ended its HackerOne program in January 2026 because over 95% of submissions were AI-generated junk,” comments Melissa Bischoping, head of threat research & intelligence at Tanium. “HackerOne [also] paused the Internet Bug Bounty in March, explicitly citing an imbalance between AI-assisted discovery and remediation capacity. Mythos makes this worse by an order of magnitude.” The need for adaptation. Evolving AI increases the speed of discovery and decreases the time to exploitation. Kara Sprague, CEO at HackerOne, points out this is not the gap meant in the CSA report. “The gap they are describing isn’t the gap from discovery to exploitation; it’s clear that it has already collapsed. The gap they are referring to is the operational gap between discovery and remediation: organizations still patch on human timelines, manage risk through quarterly assessments and run remediation through change processes that were never designed for AI-velocity threats.” AI-assisted discovery has flooded programs with low-to-mid-severity findings that maintainers cannot absorb. This will increase with Mythos. “The incentives of such bounty programs need to be rebalanced to favor remediation, which is now the key constraint,” she continues. “Vulnerability findings often sit for a long time before remediation, and this trend will continue as the volume increases. It then becomes a question of prioritizing learning from mistakes rather than focusing on individual issues as that approach hasn’t been scalable and certainly won’t be as these advanced models become more distributed,” adds Shlomie Liberow, founder at aisy.ai, and formerly head of hacker R&D at HackerOne. Bounty platforms are already strained by the number of bugs being discovered. And corporations are unable to keep pace with existing patch levels. What is required is the ability to prioritize high severity bugs over low value bugs, and incentives to prioritize high severity over low value will be built into the programs. The longer view. Corporate options for vulnerability detection remain primarily third-party bounty hunters or in-house offensive security teams. The best option will be governed by whichever adopts the latest technology functionality faster and more intelligently. “Today, frontier model providers (like Anthropic) make AI abundantly cheap to use, reducing the cost of vulnerability research,” suggests Aaron Sant Miller, VP and AI lead for Booz Allen’s Integrated Cyber Business. “If organizations increasingly choose to bring this function in-house, you can expect the bug bounty industry to take a hit. Conversely, bounty hunters may find AI reduces their own cost and time – we may see more bounties executed per month, at a lower cost per bounty. Today’s balancing act will be shaped by adoption.” It may be different tomorrow. The current cost of AI is being eaten by the frontier model developers, and the price to users is artificially low. Once the market has been hooked, the developers may increase their prices to reflect the true market cost. When that happens, organizations will reconsider outsourcing again. “Once AI usage costs begin to reflect their true operating costs, the cost of bug discovery will normalize; organizations and hunters alike will have to determine the fair market price for vulnerability discovery,” he continues. “Overall, in-house security teams that readily adopt AI and evolve their workflows will be more resilient to the disruption.” Sprague agrees that the market for vulnerability hunting is already changing, but she notes, “The total value of the bounty market is growing, not shrinking. High-severity, business-logic and AI-specific vulnerability research (for example, prompt injection, model extraction, adversarial manipulation) is paying more than ever, because very few researchers can do it well.” For in-house offensive teams, she says, “Red teaming was already evolving beyond ‘can we get in’ toward mapping business process fraud paths, executive targeting, third-party compromise chains, privileged identity abuse across SaaS estates. Mythos can’t model your business. It can’t tell you that the real crown jewel isn’t in the codebase at all.” She sees continuous AI-executed adversarial testing with human expertise woven throughout. “Novel attack paths, business logic vulnerabilities and the creative lateral thinking that turns a low-severity finding into a crown jewel compromise still require human ingenuity. AI raises the floor; it doesn’t replace the ceiling.” Summary AI is changing the rules for human vulnerability hunters, but not replacing the requirement. AI can find a never-ending volume of bugs – they will always exist, in both old and new software. But this new AI-discovered volume of bugs, with many of them being low severity, ultimately inconsequential slop, has highlighted the real problem. It’s not finding the bugs (that hasn’t been a problem for years); it’s distinguishing the meat from the slop with rapid remediation. AI is not good at this. It requires human knowledge and ingenuity. In-house human offensive security, using AI but not relying on it, can do this well – and the value of in-house detection and remediation will remain. External bounty hunting will be most impacted, but will continue to offer a valuable service if the bounty paid can be refocused on critical bugs and remediation. This will offer a valuable alternative for those companies that find employment of a permanent in-house team to be too costly. Vulnerability hunting, like every other aspect of cybersecurity, is subject to new technology. And like every other aspect of cybersecurity, the advice to practitioners remains the same: keep calm, adapt, and carry on. Related: Cyber Insights 2026: Offensive Security; Where It Is and Where It’s Going Related: OpenAI Launches Bug Bounty Program for Abuse and Safety Risks Related: Microsoft Bug Bounty Program Expanded to Third-Party Code
securityweek.comJun 9, 2026extracted
Beyond the Zero-Day: See Your Network Like an Attacker | Webinar with HD Moore
Assume the breach. Zero-days keep shipping, AI is writing exploits faster than anyone patches, and "patch everything in time" stopped working years ago. Stop betting the org on winning that race. You don't control which bug lands. You control what it can reach once it does. That is a question about the shape of your network, and most teams have the shape wrong. HD Moore, creator of Metasploit and now CEO of runZero, spends the session showing you that shape from the attacker's side. Save your seat for a LIVE session, or register, and we will send you the recording. The segmentation you think you have The comfortable assumption: critical systems sit behind a firewall or off on their own segment, so a foothold over here cannot become a disaster over there. Call it the segmentation illusion. It holds until someone maps the network for real. Then the seams show up. A device wired into two networks at once, quietly bridging the zones you meant to keep apart. Connected gear nobody registered, answering on a segment it should not be on. Whole sets of machines hiding behind an industrial protocol gateway, invisible to your scanner, reachable by anyone who knows the gateway is there. None of it is on the asset list. All of it routes around the control you were counting on. Inventory is a list. Attackers read a map. You keep an inventory, a static list of things you own. An attacker does not care about your list. They care about paths: how one foothold reaches the next, until it lands on something that hurts. The two views rarely match, and the difference is exactly the part of your network you cannot see and they can. Moore built Metasploit, the framework half the industry learned offense on, and now runs the company whose whole job is finding the assets and connections organizations don't know they have. What you leave able to do Find the assets you don't know you have. Unsanctioned IT, shadow IoT, and the sub-assets behind OT protocol gateways where your scans never look. Find the bridges that break segmentation. The multi-homed devices and forgotten assets connecting zones you believed were isolated. See the paths, not just the parts. Trade static inventory for live attack-path mapping that shows how a foothold actually travels. Fix the few things that matter. Focus remediation on the assets and links that shorten an attacker's route to impact. Corporate network, factory floor, or both tangled together: if IT, IoT, and OT share your environment, the seams between them are where this goes wrong. See your network the way an attacker already does, before they do.
thehackernews.comJun 3, 2026extracted
Week in review: Firmware-level Android backdoor found on tablets, Dell zero-day exploited since 2024
Week in review: Firmware-level Android backdoor found on tablets, Dell zero-day exploited since 2024 Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Security at AI speed: The new CISO reality The CISO role has changed significantly over the past decade, but according to John White, EMEA Field CISO, Torq, the most disruptive shift is accountability driven by agentic AI. In this Help Net Security interview, White explains how security leaders must design and govern hybrid workforces where humans and AI agents operate side by side, making decisions and acting at scale. He notes that automation is moving beyond simple task execution into real-time insight and response. REMnux v8 brings AI integration to the Linux malware analysis toolkit REMnux, a specialized Linux distribution for malware analysis, has released version 8 with a rebuilt platform based on Ubuntu 24.04 and a new capability aimed at connecting AI agents directly to its toolset. Your encrypted data is already being stolen Quantum computing is often treated as a distant, theoretical cybersecurity issue. According to Ronit Ghose, Global Head, Future of Finance of Citi Institute, that mindset is already putting financial institutions at risk. The biggest misconception, he says, is that quantum threats begin on a single future Q-day, when quantum machines suddenly crack encryption. In reality, adversaries can harvest encrypted data today and decrypt it later, creating long-term exposure for banks handling sensitive identity and transaction data. SecureClaw: Dual stack open-source security plugin and skill for OpenClaw SecureClaw is an open-source project that adds security auditing and rule-based controls to OpenClaw agent environments. The tool is published by Adversa AI and is designed to work with OpenClaw and related agents such as Moltbot and Clawdbot. Everyone uses open source, but patching still moves too slowly Enterprise security teams rely on open source across infrastructure, development pipelines, and production applications, even when they do not track it as a separate category of technology. Open source has become a default building block in many environments, and the operational risks now look like standard enterprise security problems: patch delays, version sprawl, and aging platforms that stay online longer than planned. The defense industrial base is a prime target for cyber disruption Cyber threats against the defense industrial base (DIB) are intensifying, with adversaries shifting from traditional espionage toward operations designed to disrupt production capacity and compromise supply chains. In this Help Net Security interview, Luke McNamara, Deputy Chief Analyst, Google Threat Intelligence Group, explains how attackers target the broader defense ecosystem and why identity has become the new security boundary. One stolen credential is all it takes to compromise everything Attackers often gain access through routine workflows like email logins, browser sessions, and SaaS integrations. A single stolen credential can give them a quick path to move across systems when access permissions are broad and visibility is fragmented. That pattern appears across more than 750 incident response engagements covered in Unit 42’s Global Incident Response Report 2026. The CISO view of fraud risk across the retail payment ecosystem In this Help Net Security interview, Paul Suarez, VP and CISO at Casey’s, explains how his team manages patching and upgrades for fuel payment systems with long hardware lifecycles. He also discusses risks tied to QR code payments and outlines why loyalty abuse can be hard to spot. Suarez shares how Casey’s monitors payment systems across stores, corporate networks, and third-party processors. Google patches Chrome vulnerability with in-the-wild exploit (CVE-2026-2441) Google released a security update for Chrome to address a high-severity zero‑day vulnerability (CVE-2026-2441) on Friday. CVE-2026-2441 is a use-after-free bug in the CSS processing component of Google Chrome, which allows a remote attacker “to execute arbitrary code inside a sandbox via a crafted HTML page.” OpenClaw creator Peter Steinberger joins OpenAI Peter Steinberger, the Austrian software developer who vibe coded the popular OpenClaw autonomous AI agent, has joined OpenAI. The reason why Steinberger chose OpenAI to achieve this goal is, professedly, his lack of interest in building a company and his wish to “change the world” – and do it quickly. Firmware-level Android backdoor found on tablets from multiple manufacturers A new Android backdoor embedded directly in device firmware can quietly take control of apps and harvest data, Kaspersky researchers found. The malware, named Keenadu, was discovered during an investigation into earlier Android threats and appears to have been inserted during the firmware build process, not after devices reached users.  Design weaknesses in major password managers enable vault attacks, researchers say Can cloud-based password managers that claim “zero-knowledge encryption” keep users’ passwords safe even if their encrypted-vault servers are compromised? Researchers at ETH Zurich and Università della Svizzera italiana set out to answer that question, and the answer is (unfortunately) no. Notepad++ secures update channel in wake of supply chain compromise Notepad++, the popular text and source code editor for Windows whose update mechanism was hijacked last year, has been updated to prevent similar attacks in the future. The hijacking of the update mechanism was confirmed earlier this month by Notepad++ maintainer Don Ho. Scammers exploit trust in Atlassian Jira to target organizations Threat actors have leveraged legitimate email notification feature of Atlassian Jira to deliver localized scam emails at scale. From late December 2025 through late January 2026, victims were targeted with spam emails from legitimate-looking Atlassian Jira Cloud addresses. China-linked hackers exploited Dell zero-day since 2024 (CVE-2026-22769) A suspected China-linked cyberespionage group has been covertly exploiting a critical zero-day flaw (CVE-2026-22769) in Dell’s RecoverPoint for Virtual Machines software since at least mid-2024, according to new research from Google’s threat intelligence team and Mandiant. The attackers deployed stealthy backdoors (BRICKSTORM and GRIMBOLT), a webshell (SLAYSTYLE) and maintained long-term access inside targeted networks. Bug in widely used VoIP phones allows stealthy network footholds, call interception (CVE-2026-2329) A critical security vulnerability (CVE-2026-2329) in Grandstream VoIP phones could let hackers remotely take full control of the devices and even intercept calls, Rapid7 researchers discovered. Data on 1.2 million French bank accounts accessed in registry breach In late January 2026, a malicious intruder accessed France’s national bank account registry, FICOBA, enabling them to view information tied to 1.2 million accounts, the Ministry of the Economy and Finance disclosed on Wednesday. TV5 Monde reported that the perpetrator (or perpetrators) obtained login credentials belonging to a civil cervant authorized to use the database and then used those credentials to explore its contents. Microsoft reveals critical Windows Admin Center vulnerability (CVE-2026-26119) Microsoft has disclosed a privilege-escalation vulnerability in Windows Admin Center (WAC), a browser-based platform widely used by IT administrators and infrastructure teams to manage Windows clients, servers, clusters, Hyper-V hosts and virtual machines, as well as Active Directory-joined systems. Criminals create business website to sell RAT disguised as RMM tool A RAT masquerading as legitimate remote monitoring and management (RMM) software is being sold to cybercriminals as a service, Proofpoint researchers recently discovered. The fake RMM tool, called TrustConnect, was being marketed via an LLM-created website parked on trustconnectsoftware[.]com, supposedly belonging to “TrustConnect Software PTY LTD”. LockBit 5.0 ransomware expands its reach across Windows, Linux, and ESXi The Acronis Threat Research Unit (TRU) has identified a new and significantly enhanced version of the LockBit ransomware, LockBit 5.0, currently being deployed in active campaigns. The latest variant demonstrates expanded cross-platform capabilities, enabling attackers to target Windows, Linux, and VMware ESXi systems within a single coordinated attack. Don’t panic over CISA’s KEV list, use it smarter In this Help Net Security video, Tod Beardsley, VP of Security Research at runZero, explains what CISA’s Known Exploited Vulnerabilities (KEV) Catalog is and how security teams should use it. He shares his perspective as a former section chief for KEV at CISA and breaks down common misunderstandings about what the list represents. Cybersecurity in cross-border logistics operations In this Help Net Security video, Dieter Van Putte, CTO at Landmark Global, discusses how cybersecurity has become a core part of global supply chain operations. He explains that logistics is now also about data moving between carriers, customs authorities, warehouses, brokers, and customers. That constant flow increases risk and expands the attack surface. In GitHub’s advisory pipeline, some advisories move faster than others GitHub Security Advisories are used to distribute vulnerability information in open-source projects and security tools. A new study finds that only a portion of those advisories ever pass through GitHub’s formal review process. Android 17 beta brings privacy, security, and performance changes Google has released the first beta of Android 17, giving developers an early view of changes to core app behavior, platform tooling, performance, media handling, and connectivity. The company plans to move quickly from this beta toward the Platform Stability milestone, targeted for March, where final APIs and behavior definitions for apps will be delivered. UK sets course for stricter AI chatbot regulation The UK government has announced immediate action to force AI chatbot providers to comply with laws requiring online platforms to protect children from illegal and harmful content. Providers that fail to meet these duties will face legal consequences. Microsoft equips CISOs and AI risk leaders with a new security tool Microsoft released Security Dashboard for AI in public preview for enterprise environments. The dashboard aggregates posture and real-time risk signals from Microsoft Defender, Microsoft Entra, and Microsoft Purview into a single view within security tools. Phobos ransomware affiliate arrested in Poland Officers from Poland’s Central Bureau for Combating Cybercrime (CBZC) detained a 47-year-old man suspected of creating, acquiring, and sharing computer programs used to unlawfully obtain information stored in computer systems. He faces a potential prison sentence of up to five years. Pressure builds on Grok AI, Ireland launches investigation The Irish Data Protection Commission (DPC) opened an investigation into X over concerns that its Grok AI chatbot was used to generate sexualized deepfakes. The investigation focuses on the apparent creation and publication of potentially harmful, non-consensual intimate or sexualised images on X using generative AI tools linked to the platform’s Grok LLM. Claude Sonnet 4.6 launches with improved coding and expanded developer tools Anthropic released Claude Sonnet 4.6, marking its second major AI launch in less than two weeks. According to Anthropic, Sonnet 4.6 delivers improved coding skills to more users. Tasks that once required an Opus-class model, including economically valuable office work, are handled by Sonnet 4.6. The model also brings improvements in computer use capabilities compared to earlier Sonnet versions. Attackers keep finding the same gaps in security programs Attackers keep getting in, often through the same predictable weak spots: identity systems, third-party access, and poorly secured perimeter devices. A new threat report from Barracuda based on Managed XDR telemetry from 2025 shows that many successful incidents still start with basic access and configuration failures, not advanced malware. Microsoft signals breakthrough in data storage that can last for generations Microsoft announced progress on Project Silica, its research initiative focused on developing durable, long-term quartz glass-based data storage technology. Rising global data volumes increase the need for storage that can last for generations. Researchers believe this technology could preserve information for up to 10,000 years. UK sounds alarm on rising cyber risks to businesses The UK government launched a national campaign urging businesses to strengthen basic cyber defenses. The initiative follows new figures highlighting the scale of the threat. Serious cyber incidents cost businesses an average of £195,000, with about half of small firms experiencing one in the past 12 months, officials say. Open-source benchmark EVMbench tests how well AI agents handle smart contract exploits EVMbench is a new open-source benchmark designed to test AI agents on practical smart contract security tasks. The benchmark was developed by OpenAI and Paradigm, and it focuses on real-world vulnerability patterns drawn from audited codebases and contest reports. Adidas investigates alleged data breach affecting 815,000 records Adidas confirmed it is investigating a possible data breach involving one of its third-party customer service providers. The company stated that there is no indication its IT infrastructure, e-commerce platforms, or consumer data were impacted by the incident. Poland restricts Chinese-made cars at protected military sites Poland’s military leadership has decided that cars manufactured in the People’s Republic of China will no longer cross the gates of sensitive military bases. The decision follows a risk analysis focused on the growing integration of digital systems in cars and the potential for uncontrolled acquisition and use of data by those systems. 651 arrested, $4.3 million recovered in African cybercrime sweep Operation Red Card 2.0, supported by INTERPOL and involving law enforcement agencies from 16 African countries, led to 651 arrests and the recovery of more than $4.3 million from online scams. Running from 8 December 2025 to 30 January 2026, the operation targeted networks behind high-yield investment fraud, mobile money scams and fraudulent loan applications that caused more than $45 million in losses. Man gets five years for aiding North Korean IT employment scam Ukrainian national Oleksandr Didenko, 29, was sentenced in U.S. District Court to 5 years in prison for an identity theft scheme that enabled North Korean workers to secure fraudulent employment. Ex-Google engineers charged with orchestrating high-tech secrets extraction A federal grand jury has indicted three Silicon Valley engineers on charges in a scheme to steal trade secrets from Google and other leading technology companies. MOS: Open-source modular OS for servers and homelabs A growing number of homelab builders and small server operators are testing an open source operating system that combines basic server management, storage control, and container services under a web interface. MOS is a free modular OS built on a Devuan base that provides a web UI and API for system monitoring, storage pooling, container orchestration, and virtualization. Apple privacy labels often don’t match what Chinese smart home apps do Smart home devices in many homes collect audio, video, and location data. The apps that control those devices often focus on the account owner, even when the technology also captures guests, neighbors, and other people who never agreed to be monitored. New research examined whether Chinese smart home apps provide privacy protections for these bystanders. Vim 9.2 adds scripting updates, diff improvements, and experimental Wayland support Vim 9.2 adds a range of incremental changes focused on scripting, usability, and cross-platform support. The update includes improvements to completion behavior, expanded Vim9 language features, and new options for diff mode. ChatGPT gets new security feature to fight prompt injection attacks OpenAI has introduced Lockdown Mode and Elevated Risk labels in ChatGPT to help users and organizations reduce the risk of prompt injection attacks and other advanced security threats, particularly when using features that interact with external systems. OT teams are losing the time advantage against industrial threat actors In many industrial environments, internet-facing gateways, remote access appliances, and boundary systems sit close enough to production networks that attackers can move from IT intrusion to operational disruption with limited resistance. Dragos’ 2026 OT/ICS Year in Review describes a threat landscape where adversaries are spending more time learning how physical processes work and less time treating OT access as a passive foothold. AWS coding agents gain new plugin support across development tools AI coding assistants have become a routine part of many development workflows, helping engineers write, test, and deploy code from IDEs or command line interfaces. One recent change in this ecosystem makes it possible for those agents to interact with AWS in a broader set of ways by adding a library of plugins that give agents specific AWS knowledge and actions. Microsoft Defender update lets SOC teams manage, vet response tools Microsoft introduced library management in Microsoft Defender to help security analysts working with live response manage scripts and tools they use to triage, investigate and remediate threats. The library management interface allows analysts to organize their investigation tools and manage everything without waiting for an active session. Consumers feel less judged by AI debt collectors Debt collection agencies are starting to use automated voice systems and AI-driven messaging to handle consumer calls. These systems help scale outreach, reduce call center staffing demands, and offer 24/7 service. A new study covering 11 European countries found that this shift changes how consumers emotionally experience debt collection, especially around stigma and empathy. Men sentenced to 8 years in $1.3 million computer intrusion and tax fraud scheme Matthew A. Akande, a Nigerian national, was sentenced by a U.S. District Court to eight years in prison, followed by three years of supervised release, for his role in a scheme to break into Massachusetts tax preparation firms’ computer networks and file fraudulent tax returns. The operation generated over $1.3 million in fraudulent tax refunds. Public mobile networks are being weaponized for combat drone operations On June 1, 2025, Ukraine launched drone strikes on five Russian airfields, damaging or destroying aircraft. More than 100 explosive drones used mobile networks to transmit data, receive instructions, and send images. Enea researchers analyzed the growing use of mobile-connected drones in conflict and the implications for national infrastructure. PromptSpy: First Android malware to use generative AI in its execution flow ESET researchers have discovered PromptSpy, the first known Android malware to abuse generative AI as part of its execution flow in order to achieve persistence. This marks the first time generative AI has been deployed in this way. Uptime Kuma: Open-source monitoring tool Service availability monitoring remains a daily operational requirement across IT teams, SaaS providers, and internal infrastructure groups. Many environments rely on automated checks and alerting to track outages, latency issues, and service degradation across web applications and network endpoints. Uptime Kuma is an open-source uptime monitoring project that supports this type of operational monitoring through a self-hosted deployment model. Quantum security is turning into a supply chain problem Supplier onboarding, invoice processing, and procurement platforms run on encrypted data flows that were built for long-term trust. In many organizations, that trust still depends on cryptographic standards like RSA and elliptic curve cryptography (ECC), even as security teams begin planning for a post-quantum world. A recent apexanalytix research report argues that supply chain leaders are already operating inside a quantum risk window, even though large-scale quantum computing remains years away. LINK“>Google cleans house, bans 80,000 developer accounts from the Play Store Google prevented more than 1.75 million policy-violating apps from being published on Google Play and banned over 80,000 developer accounts that attempted to publish harmful apps in 2025. Developer verification, mandatory pre-review checks, and testing requirements in the Google Play ecosystem have reduced entry points for bad actors. LLMs change their answers based on who’s asking AI chatbots may deliver unequal answers depending on who is asking the question. A new study from the MIT Center for Constructive Communication finds that LLMs provide less accurate information, increase refusal rates, and sometimes adopt a different tone when users appear less educated, less fluent in English, or from particular countries. Applying green energy tax policies to improve cybersecurity For years, governments have focused only on the stick of compliance when they could leverage the carrot of tax incentives. Theoretically, compliance fines and penalties should act as a deterrent that improves accountability and reduces data breaches. However, many vendors often assume compliance risk rather than securing data effectively. The era of the Digital Parasite: Why stealth has replaced ransomware For years, ransomware encryption signaled a breach. When systems locked up, defenders knew an attack had occurred. Data from Picus Security’s Red Report 2026 shows attackers shifting their strategy from disruption to persistence. Cybersecurity jobs available right now: February 17, 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: February 20, 2026 Here’s a look at the most interesting products from the past week, featuring releases from Compliance Scorecard, Impart Security, Redpanda, and Virtana.
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