Understanding Data Reconstruction Leakage in Federated Learning from a Theoretical Perspective

Zifan Wang, Binghui Zhang, Meng Pang +2

Federated learning (FL) is an emerging collaborative learning paradigm that aims to protect data privacy. Unfortunately, recent works show FL algorithms are vulnerable to the serio…