SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning

1 code implementation • 13 Jun 2023 • Tanguy Marchand, Régis Loeb, Ulysse Marteau-Ferey, Jean Ogier du Terrail, Arthur Pignet

We consider a cross-silo federated learning (FL) setting where a machine learning model with a fully connected first layer is trained between different clients and a central server using FedAvg, and where the aggregation step can be performed with secure aggregation (SA).

Federated Learning