SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection

Nasimeh Heydaribeni, Ruisi Zhang, Tara Javidi +2

In this work, we introduce SureFED, a novel framework for byzantine robust federated learning. Unlike many existing defense methods that rely on statistically robust quantities, ma…