Fortifying Time Series: DTW-Certified Robust Anomaly Detection

Shijie Liu, Tansu Alpcan, Christopher Leckie +1

Time-series anomaly detection is critical for ensuring safety in high-stakes applications, where robustness is a fundamental requirement rather than a mere performance metric. Addr…