Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning

Mingyuan Fan, Cen Chen, Chengyu Wang +2

Recent works have brought attention to the vulnerability of Federated Learning (FL) systems to gradient leakage attacks. Such attacks exploit clients' uploaded gradients to reconst…