Embed Security lets analysts teach its AI SOC how to investigate
Customer iSteps, NoiseIQ Memories and Detection Engineering encode local practice and suggest SIEM detection changes.
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36 stories, newest first · one card per story
Stories tagged #security-operations
Nearly half of large firms close unverified vulnerability findings
Most large enterprises hold more than 1,000 untriaged findings, and about a quarter exceed 10,000.
2026 ranking names Microsoft Security Copilot top GenAI SOC tool
Editorial scores, not lab tests, place Charlotte AI and Dropzone AI just behind Security Copilot.
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Consultants offer seven tips for defensive security agility
Advice covers zero trust, tool consolidation, reversible automation, and cutting committee delays before attackers move.
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Paper proposes agentic attribution of cloud resource ownership
On 100 AWS resources the architecture reached 92.1% weighted recall and 86.6% weighted precision, versus 54.8% and 77.4%.
ANY.RUN Recaps it-sa 2026: Trends in Security Operations
ANY.RUN showcased malware analysis tools and threat intelligence at it-sa 2026 to help SOC teams reduce triage time and improve incident response.
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Prophet Security survey: 40% of security teams use AI daily
AI SOC agents address slow alert handling and context gaps if SOC has data access and standards.
Essay says AI will turn SOC analysts into Threat Operators
The piece argues juniors may lose alert-triage apprenticeships unless teams add mentorship and still teach networks, systems, and attacker techniques.
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Exaforce argues SOCs are letting AI act sooner than expected
The author cites Invisible Technologies cutting mean time to investigate by 95 percent after adopting Exaforce, and urges evidence-backed, bounded autonomy.
Argus, an open-source agentic security platform, offers autonomous response
Self-hosted and MIT-licensed, Argus ships autonomous response and pentesting off until operators opt in.
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Economic model finds most SOC LLM setups unprofitable
Monte Carlo results limit profitability to high-accuracy, low-uncertainty deployments across analyzed prices.
NIOCIS picks tool-use agent next hops without generating text
On 3,875 held-out security-operations decisions, a typed encoder matched the logged hop 32.2% of the time in about 10 ms.
Inside the Hunt: Sarah Reddish
Huntress profiles SOC analyst Sarah Reddish and her triage, reporting, and remediation work.
Context Is King in the Fight Against Modern Cyberattacks
SecurityWeek argues defenders should correlate fragmented signals into contextual responses before small anomalies become breaches.
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Download: The IT and security field guide to AI adoption
Tines published a guide for security teams evaluating and adopting AI tools with human oversight.
These ARE the droids you’re looking for
A CISO argues consolidation fails unless old security tools and their privileged identities are actually decommissioned.
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When building an AI-native security program, start with outcomes
Opinion: lean teams should apply AI first to security outcomes they cannot deliver consistently.
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Introducing AlertZero: Inbox zero for your alert queue
Elastic previews AlertZero, an agentic Elastic Security layer that triages alerts and proposes analyst-approved SOC actions.
IANS' Kakolowski: How AI Is Reshaping CISO Budgets & Security Teams
IANS researcher Nick Kakolowski discusses how AI is changing CISO budgets, ROI, and security teams.
What exactly is ISOC? And what does it mean for you?
Gartner defines ISOC as a category separating SIEM data platforms from unified detection and response.
Secure what’s next: Your guide to Microsoft Security at Microsoft Ignite 2026
Microsoft outlined its Security track for Ignite 2026 in San Francisco, November 17–20.
Most organizations need six months or longer to roll out new security controls
Cisco survey of 8,000 professionals finds only 21% can deploy a new security control within six months.
Meet Athena: Huntress' Agentic SOC Analyst
Huntress launched Athena, an agentic SOC system of 40-plus AI agents that investigates alerts with human analysts.
Vega II brings security-trained AI and lasting memory to the SOC
Vega launched Vega II, an AI SOC platform with a security-trained model, memory, and broader data access.