Lin-Tao Tan

Multi‐Agent Real‐Time Detection of Insider Threats via Collaborative Reasoning

This work proposes MARS‐ITD (Multi‐Agent Real‐time System for Insider Threat Detection), which consists of a detection framework and an investigation framework that improves real‐time detection performance and interpretability but also provides a scalable, collaborative architecture for LLM‐based security analysis systems.