Secure Byzantine-Robust Distributed Learning via Clustering

Raj Kiriti Velicheti, Derek Xia, Oluwasanmi Koyejo

Federated learning systems that jointly preserve Byzantine robustness and privacy have remained an open problem. Robust aggregation, the standard defense for Byzantine attacks, gen…