FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Swanand Kadhe, Nived Rajaraman, O. Ozan Koyluoglu +1

Recent attacks on federated learning demonstrate that keeping the training data on clients' devices does not provide sufficient privacy, as the model parameters shared by clients c…