Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation

Mohamed Seif, Wei-Ting Chang, Ravi Tandon

In this paper, we study the problem of federated learning over a wireless channel with user sampling, modeled by a Gaussian multiple access channel, subject to central and local di…