Data and Model Dependencies of Membership Inference Attack

Shakila Mahjabin Tonni, Dinusha Vatsalan, Farhad Farokhi +3

Machine learning (ML) models have been shown to be vulnerable to Membership Inference Attacks (MIA), which infer the membership of a given data point in the target dataset by obser…