2024
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
NeurIPS 2024poster
Anomaly detection is widely used for identifying critical errors and suspicious behaviors, but current methods lack interpretability. We leverage common properties of existing methods and recent advances in generative models to introduce counterfactual explanations for anomaly detection. Given an in…