STAIR, a graph-state, stage-routed, experience-reusing agentic framework, reports an overall defense score of 0.94 on 100 Docker cyber ranges, beating the strongest LLM baseline by 9.5%.
Security information and event management (siem): analysis, trends, and usage in critical infrastructures,
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STAIR: Effective Incident Response Using an End-to-End Agentic Planning Framework
STAIR, a graph-state, stage-routed, experience-reusing agentic framework, reports an overall defense score of 0.94 on 100 Docker cyber ranges, beating the strongest LLM baseline by 9.5%.