Resilient Federated Learning under Byzantine Attack in Distributed Nonconvex Optimization with 2-f Redundancy

Amit Dutta, Thinh T. Doan, Jeffrey H. Reed

We study the problem of Byzantine fault tolerance in a distributed optimization setting, where there is a group of $N$ agents communicating with a trusted centralized coordinator.…