Secure Stateful Aggregation: A Practical Protocol with Applications in Differentially-Private Federated Learning

Marshall Ball, James Bell-Clark, Adria Gascon +3

Recent advances in differentially private federated learning (DPFL) algorithms have found that using correlated noise across the rounds of federated learning (DP-FTRL) yields prova…