Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning

Sayyed Farid Ahamed, Soumya Banerjee, Sandip Roy +7

Over the last few years, federated learning (FL) has emerged as a prominent method in machine learning, emphasizing privacy preservation by allowing multiple clients to collaborati…