Disparate Vulnerability to Membership Inference Attacks

Bogdan Kulynych, Mohammad Yaghini, Giovanni Cherubin +2

A membership inference attack (MIA) against a machine-learning model enables an attacker to determine whether a given data record was part of the model's training data or not. In t…