About this document

Audit-LLM: Enhancing Insider Threat Detection by budaplus is a document available to read on EtoBox.

The document presents Audit-LLM, a multi-agent framework for log-based insider threat detection that addresses challenges such as diverse user activities and the limitations of Large Language Models (LLMs). It comprises three agents: the Decomposer for task breakdown, the Tool Builder for creating reusable tools, and the Executor for decision-making, enhanced by a pair-wise Evidence-based Multi-agent Debate mechanism to improve accuracy and interpretability. Experiments on multiple datasets demonstrate the

Author

budaplus

Language

EN