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Choose your fighter: Balancing competing requirements to select models for your AI SOC

Cisco Talos guidance explains how SOC teams should balance competing requirements when selecting AI models for SOC and DFIR tasks.

Cisco Talos published guidance on selecting models for security operations center (SOC) and digital forensics and incident response (DFIR) tasks. The piece argues that picking the best model is more involved than it may appear and requires balancing competing requirements. It is intended to help defenders structure their AI model evaluation process.

Cisco Talos · 21d agoIndustry

Chrome is now shipping updates every 2 weeks as AI changes the security landscape

Google switches Chrome to two-week release cycles starting with Chrome 153, shrinking the N-day patch gap as AI-driven threats accelerate.

Chrome officially moved from a four-week to a two-week release schedule with Tuesday's launch of Chrome 153 on desktop, iOS, and Android. Google ties the change to its evolving security strategy, saying faster releases shrink the N-day patch gap as AI tools and community bug reports increase patch volume. Mozilla, Microsoft, and Brave have already adopted the two-week cadence, and Google is also racing AI-native browsers like Brave, Dia, Opera Neon, and Perplexity's Comet while experimenting with AI features in Chrome.

TechCrunch · Security · 8d agoIndustry

Why 2026 is the Year to Upgrade to an Agentic AI SOC

Elastic Security Labs argues 2026 is the production inflection point for agentic AI in security operations centers.

Elastic Security Labs argues 2026 is the practical inflection point for agentic AI SOCs, noting nearly two-thirds of organizations are experimenting with AI agents while fewer than one in four have production deployments. The piece outlines operational challenges and recommendations: treat agents as non-human identities with least-privilege tool access, version-control system prompts as code, deploy unified agents with on-demand task packages, and enforce per-agent budgets and rate limits. It stresses explainability via RAG and transparent reasoning traces so analysts can verify and override autonomous decisions.

Elastic Security Labs · 8d agoIndustry

What the Data Says About AI in Security Operations in 2026

Prophet Security's 2026 survey of 250+ security pros: 40% use AI daily; AI users report 25%+ faster investigations and rising AI-driven attacks.

Prophet Security's State of AI in Security Operations 2026 report, based on a survey of 250+ cybersecurity professionals, found 40% of security teams use AI daily and only 4% have no adoption plans. Teams average 100 daily alerts (up to 1,000 at large firms), leave 28% of alerts uninvestigated, and 60% of respondents said missed alerts led to breaches or downtime. Among AI adopters, 72% report at least 25% faster investigations, 56% observed increased AI-driven attacks, and no respondents grant AI full unsupervised autonomy. Data privacy (44%) and explainability (41%) top the adoption hurdles.

The Hacker News · 20d agoIndustry

Rapid7 Named Among Notable Vendors in Forrester MDR Landscape: Why the Future is Exposure-informed, Preemptive MDR

Rapid7 touts its listing in Forrester's Q3 2026 MDR Landscape, arguing MDR must converge with exposure management for measurable risk reduction.

Forrester's Managed Detection and Response Services Landscape, Q3 2026 names Rapid7 among notable providers and predicts MDR services will converge with exposure and posture improvement. Rapid7 pitches its exposure-informed, preemptive MDR built on its own SIEM, combining vulnerability findings and asset risk scoring with detection and response. The service includes unlimited incident response and a human-led, AI-enhanced investigation model. Forrester advises buyers to demand providers prove investigations rather than narrate dashboards.

Rapid7 Blog · 2d agoIndustry

Proofpoint Expands AI-Powered Investigations to Microsoft 365 and Deepens Insider Risk Visibility into AI Activity

Proofpoint expands AI-powered investigations into Microsoft 365 and adds AI interaction visibility to insider risk investigations.

Proofpoint announced that Prism Investigator will connect directly to Microsoft 365 email, Teams, and files without requiring archived content, expected in Q4 2026. Human Communications Intelligence agents will incorporate AI communications governance signals, capturing interactions with copilots and AI agents, into Insider Threat Management. The vendor positions these as part of a unified platform for data security, insider risk, and communications governance.

Proofpoint Threat Insight · 7d agoIndustry1

CISOs are feeling the security burden of accelerated AI use

Proofpoint's Voice of the CISO survey finds 85% of CISOs prioritizing AI security, with 80% managing AI risks without proportional resources.

Proofpoint's annual Voice of the CISO report, a Censuswide survey of 1,600 CISOs across 16 countries, found 85% rank securing AI assistants, copilots and automation among top priorities for the next two years. Eight in ten say they must manage AI-related security risk without a proportional increase in resources or expertise, and 78% now consider generative AI a major security risk, up 18% year over year. Board alignment improved to 85%, though nearly 80% still report excessive board pressure; 80% cite human behavior as the biggest cyber vulnerability.

Proofpoint Threat Insight · 7d agoIndustry

Week in review: Compromised Zimbra servers, previously patched Citrix NetScaler flaw exploited

Help Net Security's weekly digest highlights 274 compromised Zimbra servers, Gitea and Citrix NetScaler KEV additions, a PaperCut zero-day, and a suspected Iran-linked power plant attack.

The roundup reports at least 274 internet-facing Zimbra instances compromised via CVE-2026-73570, critical Gitea CVE-2026-60004 added to CISA's KEV catalog after exploitation began, and previously patched Citrix NetScaler flaw CVE-2026-8452 exploited in the wild. It also covers PaperCut NG/MF zero-day attacks, a suspected Iran-linked shutdown of a UK power plant, an FBI seizure of domains tied to a China-linked group that hit NASA, DOJ and the Senate, a cyberattack disrupting Boston Scientific, and the Manchester Airports Group breach. Additional items include Chameleon SEO poisoning phishing, Android car head unit proxy botnet malware, ReliaQuest social engineering by ShinyHunters, fake OpenAI Codex macOS malware, and AI-related workforce and supply chain interviews.

Help Net Security · 18d agoIndustry in the wildCVE-2026-73570CVE-2026-60004CVE-2026-8452

What do CISOs need to rest easy about future AI risks?

IANS survey of 113 CISOs finds optimism about managing future AI security risks hinges more on organizational readiness and leadership support than current controls.

An IANS AI Security Survey of 113 CISOs fielded in April and May found 41% optimistic and 38% pessimistic about their organization's ability to manage AI security risks over the next 24 months. Six organizational signals—leadership understanding of AI risk, defined governance ownership, security team effectiveness with AI tools, CISO ownership of the AI-security budget, sustainable workloads, and staffing—separate confident CISOs from pessimistic ones. Interviewed analysts cautioned that these readiness signals measure self-assessed confidence rather than actual security, and recommended hands-on AI use by security teams plus governance of third-party models.

CSO Online · 10d agoIndustry

Mythos has made 2026 patching hell. It might make 2027 a breeze

Gartner analyst Craig Lawson argues AI bug-hunters like Anthropic's Mythos have audited major codebases so thoroughly that 2027 could see fewer severe vulnerabilities.

Speaking at Gartner's IT Symposium in Australia, research VP Craig Lawson said AI-driven bug hunting, exemplified by Anthropic's Mythos, is uncovering flaws at unprecedented scale, citing Microsoft shipping over 970 patches in one week and a recent series of CVEs in historically secure OpenBSD. He argued vendors are also using AI to find bugs before release, retiring technical debt and shrinking future zero-day avenues. Lawson predicts 2027 may be the first year with a net drop in vulnerability severity, if not aggregate counts. He also expects AI to enable near-continuous red-teaming and faster fixes, such as generating F5 iRule syntax for virtual patches via Gemini.

The Register · Security · 1d agoIndustry1

Production data in testing is still common, and Tricentis' CISO wants it gone

Tricentis CISO Erika Dean urges keeping production data out of test environments and describes red-teaming that caught a prompt injection gap.

In a Help Net Security interview, Tricentis CISO Erika Dean recommends keeping production data out of QA and testing environments, even in finance and healthcare, where weaker QA controls create risk. Her team red-teamed an agentic chatbot before launch, found a prompt injection gap, and held the release for a week until it was fixed. She says vendors who cannot explain data residency, retention, and model training use are disqualified regardless of product quality.

Help Net Security · 22d agoIndustry

Building a risk-based vulnerability management program that scales

Asimily CEO Shankar Somasundaram outlines a risk-based vulnerability management approach using inventory, attack paths, KEV and EPSS data.

In a Help Net Security video, Asimily CEO Shankar Somasundaram argues patching everything is infeasible as AI-driven attacks inflate vulnerability counts, with one customer finding a thousand unknowns for each known one. He recommends building a full inventory of devices, applications, and data flows, mapping attack paths for reachability, and prioritizing with KEV, EPSS, and business impact. Mitigations include patching, virtual patching via NACs and firewalls, segmentation, and configuration snapshots to detect drift.

Help Net Security · 24d agoIndustry

How MSSPs Can Prove Their Value When “Nothing Happened”

ANY.RUN outlines how MSSPs can demonstrate SOC value by reporting investigation outcomes, threat patterns, and response metrics using its sandbox products.

ANY.RUN's blog argues MSSPs should report investigation outcomes, decision speed, and recurring threat patterns rather than raw alert counts. It cites company 2026 data: email accounts for 30.3% of MSSP sandbox submissions, and customers report 20% less Tier 1 investigation time and 30% fewer Tier 1 to Tier 2 escalations. Frequently analyzed threat families include ClickFix, Sneaky2FA, EvilTokens, EtherHiding, and Kali365.

ANY.RUN · 1h agoIndustry 3 sources

AI will not fix a governance problem in your camera estate

Hikvision EMEA security director argues camera estates need governance, recovery controls, and secure-by-default settings rather than AI fixes.

Rob Janssens, EMEA Cyber Security Director at Hikvision Europe, discusses securing surveillance camera estates whose lifecycles outlive their installers, leaving lost documentation and admin credentials. He advocates secure-by-default settings such as mandatory password activation, login-failure monitoring, IP filtering, and controlled SSH access, and argues customers should be able to recover control without the original integrator. He distinguishes secure-by-design from secure-by-default, recommends VPNs and network segmentation over disabling controls, and weighs European requirements like source code escrow and country-of-origin rules.

Help Net Security · 21d agoIndustry

Week in review: Salesforce and ServiceNow portals exposed for 17 months, exploited Metabase 0-day

Weekly digest: exploited Metabase zero-day breached Framework; Salesforce/ServiceNow portals read for 17 months; Microsoft patched 400+ flaws.

Help Net Security's week in review aggregates top stories: a 'City-Forum' campaign tracked by Reco has been pulling records from Salesforce and ServiceNow portals worldwide for 17 months, and Framework suffered a breach via an exploited Metabase zero-day exposing customer contact and IP data. It also covers Microsoft's August 2026 Patch Tuesday fixing 400+ flaws including exploited zero-day CVE-2026-68820, Cisco's fix for exploited firewall DoS bug CVE-2026-20349 (added to CISA KEV), and a second N-able N-central hotfix for actively exploited CVE-2026-18577. Other items include GitHub expanding Dependabot malware alerts to eight package ecosystems and EU AI Act enforcement beginning on 2 August 2026.

Help Net Security · Aug 16, 2026Industry in the wildCVE-2026-18577CVE-2026-68820CVE-2026-203491

Learn How to Build Security Operations Ready for AI

Wiz sponsors a webinar on building AI-ready security operations, focusing on attack-path visibility, exposure prioritization, and faster detection-to-remediation workflows.

A contributed piece promotes next week's Wiz webinar, How to Build AI Threat Readiness Across Your Security Operations, featuring a Wiz expert. The session covers using unified security context to separate urgent exposures from noise, understand attack paths across cloud, code, identities, SaaS, and AI services, and connect validated risks to remediation owners.

The Hacker News · 20d agoIndustry

Cybersecurity jobs available right now: July 28, 2026

July 28, 2026 cybersecurity job listings spanning cloud security, offensive security, AI safety, and application security roles across multiple organizations.

This Help Net Security post lists open cybersecurity positions at Toyota Automated Logistics, VELUX, Maryville University, BlackSea Technologies, AZ Group, Sedha Consulting, Gentex, cyforce, Postman, NVIDIA AI, Matillion, and RBC. Roles include cloud security engineering, offensive security leadership, AI safety research, and vulnerability triage management, spanning USA, Denmark, UAE, Israel, UK, and Canada. Positions are on-site, hybrid, or remote; many noted as no longer accepting applications.

Help Net Security · 22d agoIndustry1

Drowning in CVEs and thirsty for answers? Try CTEM

Sponsored Register piece argues traditional vulnerability management cannot scale with CVE volume and promotes Continuous Threat Exposure Management via Horizon3's NodeZero.

The sponsored article cites surging CVE volumes, CVSS triage shortcomings, NVD backlog, and AI-driven discovery accelerating an asymmetric vulnerability cycle. It outlines Gartner's five CTEM steps - scoping, discovery, prioritization, validation, and mobilization - and describes how Horizon3's NodeZero automated pentesting validates exploitable attack paths with evidence. Horizon3 says NodeZero uses a deterministic machine learning expert system rather than general LLMs, limiting generative AI to scoped tasks via AWS Bedrock.

The Register · Security · 13d agoIndustry

How AI and cybersecurity are reshaping ServiceNow

Analysis argues ServiceNow's $7.75B Armis acquisition and AI-driven consumption pricing are reshaping its ITSM platform amid SaaS market anxiety.

CSO Online examines how AI agents, vibe-coding fears, and a reported 30% share price drop are pressuring ITSM leader ServiceNow, and how the company is pivoting toward consumption-based revenue and cybersecurity. The piece highlights ServiceNow's $7.75 billion cash acquisition of Armis, priced at roughly 23 times the vendor's $340 million annual revenue, as a strategic move to supercharge ITSM workflows with accurate device inventory and orchestration rather than to sell a standalone security product. Experts note this ends Armis's vendor-neutral position, introduces the CISO as a new buyer, and will likely lead to aggressive Armis bundling at contract renewals.

CSO Online · 5d agoIndustry

Gartner: 70% of SOCs will pilot AI agents. Only 15% will see results

Gartner predicts 70% of large SOCs will pilot AI agents by 2028, but only 15% will achieve measurable improvements.

A Gartner report by analysts Craig Lawson and Andrew Davies projects that by 2028, 70% of large SOCs will pilot AI agents for Tier 1 and Tier 2 operations, but only 15% will achieve measurable improvements without structured evaluation. Prophet Security's State of AI in Security Operations 2026 survey found 40% of security teams use AI daily and 56% are evaluating or piloting it. The report offers evaluation questions covering workload reduction, TDIR outcomes, vendor viability, analyst upskilling, and autonomy boundaries to counter AI washing in the market.

Help Net Security · 8d agoIndustry

The story behind the intelligence

Cisco Talos newsletter features adversary-engagement podcast, flags AI guardrail 'safety penalty' slowing defenders, and recaps McKesson breach and PaperCut patching headlines.

The Threat Source newsletter spotlights the Beers with Talos podcast, in which researcher Azim Khodjibaev describes maintaining eight dark-web personas to identify prolific cybercriminals and support disruption efforts. Talos also argues frontier AI guardrails impose an AI 'safety penalty', citing a July 2026 incident where Hugging Face's primary cloud LLM refused to analyze forensic breach data and delayed response. Recapped headlines include ShinyHunters claiming theft of 284 million patient records from McKesson via vishing and Okta account takeover, Anthropic warning Claude users about infostealer malware, and PaperCut issuing emergency patches for chained vulnerabilities.

Cisco Talos · 13d agoIndustry

Major Cyber Threat Detection Vendors Shift from MITRE to UK Testing Program

SE Labs launched PIVOT, a six-month vendor detection testing program backed by CrowdStrike, Fortinet, Palo Alto Networks and Sophos, as major vendors exit MITRE evaluations.

SE Labs unveiled PIVOT on September 15, a six-month testing program in which its ethical hackers replicate nation-state and criminal attack chains against participating vendor products, with results due January 2027. Broadcom (Symantec/Carbon Black), CrowdStrike, Fortinet, Palo Alto Networks and Sophos have confirmed participation, and Gartner and Forrester analysts will verify the underlying evidence before publication. The launch follows declining participation in MITRE Engenuity ATT&CK Evaluations: Enterprise, which fell from 30 vendors in 2023 to 11 in 2025 after public withdrawals by Microsoft, SentinelOne and Palo Alto Networks.

Infosecurity Magazineupdated · 1h agofirst · 1d agoIndustry 12 sources

How to level up from security pro to security leader

Career advice piece argues aspiring CISOs must pair technical depth with business fluency, communication, and cross-department influence.

The article offers guidance for security professionals moving into CISO and security leadership roles, drawing on interviews with CISOs at ExtraHop, BlueVoyant, Infosys, and others. It emphasizes translating technical risk into business priorities, building trust across departments, and understanding how the company makes money. An analysis of CISO job postings found employers value communication skills, regulatory knowledge, and business education over mastery of specific security platforms.

CSO Online · 3d agoIndustry

Hacker Conversations: Vinnie Liu, Performer Turned Ringmaster

SecurityWeek interviews Bishop Fox CEO Vinnie Liu, recruited by the NSA at 17 in 1999, on hacker ethics, intent, and his career.

SecurityWeek's Hacker Conversations series profiles Vinnie Liu, who was recruited by the NSA in 1999 at age 17 via an IRC contact and later became CEO of security consulting firm Bishop Fox. The interview covers his white-hat philosophy that hacking for fun differs from hacking to harm, the moral development he attributes to parents and educators, and the industry's shift from the NSA to commercial firms like @stake after its 2000 acquisition of L0pht Heavy Industries. The piece is biographical and opinion-oriented with no incident, vulnerability, or research content.

SecurityWeek · 6d agoIndustry