Dong-Hyuk Shin

DeepICS: Deep Causal Relationship Modeling for Multi-Source Log-Based Anomaly Detection in Industrial Control Systems

2025

Industrial Control Systems (ICS) are increasingly targeted by sophisticated cyber attacks, while traditional methods—relying on network analysis and signature-based detection—struggle to detect advanced persistent threats (APTs) and zero-day attacks. We present DeepICS, a novel anomaly …