2023
SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning.
ICML 2023poster
We consider a 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). We present SRATTA an attack relying on…