arXiv:2609.32516v1 Announce Type: new Abstract: Security Operations Centers (SOCs) process large volumes of alerts daily. Alert triage prioritizes high-risk threats while reducing manual review of benign alerts. LLM agents can reason over logs and threat intelligence, but struggle to keep aligned with organization-specific, rapidly evolving SOC operational standards.
REFINE: A Resilient Evolution Framework for Intelligent Enterprise Alert Triage in Security Operations Centers
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