Ya-Lin Wang

Dual-View Time-Series-Imaging-Driven Anomaly Detection for Industrial Control Systems

Time-series anomaly detection (TSAD) is critical to guarantee the security of industrial control systems (ICS). However, harsh operating conditions and complex control commands may give rise to multiple intertwined feature patterns in ICS sensor signals, which are further compressed into compact 1D time-series data. Mo...