RedChronos is an innovative LLM-based system that automates insider threat detection by analyzing vast enterprise log data that would be impossible to review manually.

• Processes and analyzes security logs at scale to identify potential internal threats
• Implemented in a real Security Operation Center environment
• Leverages large language models to interpret complex log patterns and detect suspicious activities
• Addresses the critical gap between massive log generation and limited human review capacity

This research is significant for Security teams as it demonstrates how AI can augment human analysts in detecting insider threats - one of the most challenging security issues facing organizations today. The system provides scalable, automated log analysis capabilities essential for modern enterprise security operations.

RedChronos: A Large Language Model-Based Log Analysis System for Insider Threat Detection in Enterprises