#threat-hunting News & Analysis

2 articles tagged with #threat-hunting. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 56/10

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From Attack Simulation to SIEM Rule: Deterministic Detection-as-Code Synthesis with Probe-Level Traceability

Researchers present a deterministic synthesis method that automatically converts findings from attack simulation tools into SIEM detection rules, eliminating manual translation work. The system uses a 23-template library indexed by OWASP categories to map security probe findings to Sigma rules with full traceability to originating attacks, achieving 100% parseability across multiple backends.

AINeutralarXiv – CS AI · May 296/10

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Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting

Researchers introduce CyberTeam, a benchmark framework that standardizes how Large Language Models assist cybersecurity blue teams in threat hunting. The framework integrates 30 tasks and 9 operational modules into a structured workflow, showing that guided, modularized approaches significantly outperform open-ended reasoning strategies in real-world threat detection scenarios.