Formally Exploring Time-Series Anomaly Detection Evaluation Metrics

Dennis Wagner, Arjun Nair, Billy Joe Franks +24

Undetected anomalies in time series can trigger catastrophic failures in safety-critical systems, such as chemical plant explosions or power grid outages. Although many detection m…