How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?

Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin +2

Federated learning (FL) has attracted growing interest for enabling privacy-preserving machine learning on data stored at multiple users while avoiding moving the data off-device.…