Differentially Private Federated Learning without Noise Addition: When is it Possible?

Jiang Zhang, Konstantinos Psounis, Salman Avestimehr

Federated Learning (FL) with Secure Aggregation (SA) has gained significant attention as a privacy preserving framework for training machine learning models while preventing the se…