What the Detector Can See: Evaluating CPS Anomaly Detectors Independently of the Decision Rule

Peiran Shi, Jian Xiang, Xiang Zhang +1

Anomaly detectors are often the last line of defense for cyber-physical systems (CPS). But detectors built in very different ways, from deep neural networks to invariant templates,…