MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning

Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed +7

The membership inference attack (MIA) is a popular paradigm for compromising the privacy of a machine learning (ML) model. MIA exploits the natural inclination of ML models to over…