Adversarial Classification under Gaussian Mechanism: Calibrating the Attack to Sensitivity

Ayse Unsal, Melek Onen

This work studies anomaly detection under differential privacy (DP) with Gaussian perturbation using both statistical and information-theoretic tools. In our setting, the adversary…