Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators

J. -P. Schulze, P. Sperl, K. Böttinger

Anomaly detection is a challenging task for machine learning algorithms due to the inherent class imbalance. It is costly and time-demanding to manually analyse the observed data,…