MyoungRak Lee

Local LLM-Based Cyber Incident Analysis in Air-Gapped Networks via Teacher–Student Knowledge Distillation and Agentic Orchestration

This study quantitatively demonstrated that AI-based intrusion incident analysis can be automated using a single graphics processing unit server under controlled evaluation conditions and provides a practical prototype for intelligent security monitoring in closed-network environments.