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Cybersecurity

200 summarised stories about Cybersecurity, each linking back to the original source. Browse all topics →

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Friday, 24 July 2026

Alert fatigue is breaking SOCs. Sumo Logic says it has a way out.

The New Stack 2 months ago 31

Security teams collecting excessive log data overwhelm analysts with alerts, and Sumo Logic proposes using AI agents to filter and correlate signals while maintaining human oversight. The company's Dojo.ai platform uses deterministic rules for real-time detection and AI reasoning on cleaned data, with every agent action traceable to prevent black-box decision-making. Organizations should tier storage by detection priority and consolidate tools rather than expand logging, as SOCs shift from human-reviewed every alert to AI-assisted triage with humans handling significant cases.

How AI guardrails are impeding the work of offensive cybersecurity researchers

TechCrunch 2 months ago 12 ● 50 sources

AI companies including OpenAI and Anthropic have implemented guardrails and vetted access programs to prevent their models from being misused for cyberattacks, but legitimate offensive security researchers say these restrictions are hampering their defensive work to find vulnerabilities before criminals do. Researchers must apply for special programs like Anthropic's Cyber Verification Program or OpenAI's Trusted Access for Cyber to access models with fewer restrictions, with inconsistent results and slow approval processes. The restrictions are pushing some security professionals to use unrestricted open-source models like Chinese alternatives, potentially moving vulnerability research away from U.S.-governed systems.

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