Guarding the Privacy of Label-Only Access to Neural Network Classifiers via iDP Verification

Anan Kabaha, Dana Drachsler-Cohen

Neural networks are susceptible to privacy attacks that can extract private information of the training set. To cope, several training algorithms guarantee differential privacy (DP…