2 papers
cs.CR2025
Insight-LLM: LLM-enhanced Multi-view Fusion in Insider Threat Detection
Chengyu Song, Jianming Zheng
Insider threat detection (ITD) requires analyzing sparse, heterogeneous user behavior. Existing ITD methods predominantly rely on single-view modeling, resulting in limited coverag…
cs.CR2024
Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection
Chengyu Song, Linru Ma, Jianming Zheng +3
Log-based insider threat detection (ITD) detects malicious user activities by auditing log entries. Recently, large language models (LLMs) with strong common sense knowledge have e…