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cs.CR2026
Studying Detection Rule Generation as a Unified Task
Cheng Meng, Wenxin Le, Xinyi Li +4
Security systems use detection rules to identify suspicious activity. Existing studies often investigate rule generation for specific security systems, devoting substantial effort…
cs.CR2026
ProvAgent: Threat Detection Based on Identity-Behavior Binding and Multi-Agent Collaborative Attack Investigation
Wenhao Yan, Ning An, Linxu Li +6
Advanced Persistent Threats (APTs) pose critical challenges to modern cybersecurity due to their multi-stage and stealthy nature. While provenance-based detection approaches show p…