Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability

Fatima Ezzeddine, Mirna Saad, Omran Ayoub +5

Anomaly detection (AD), also referred to as outlier detection, is a statistical process aimed at identifying observations within a dataset that significantly deviate from the expec…