Federated Learning Resilient to Byzantine Attacks and Data Heterogeneity

Shiyuan Zuo, Xingrun Yan, Rongfei Fan +4

This paper addresses federated learning (FL) in the context of malicious Byzantine attacks and data heterogeneity. We introduce a novel Robust Average Gradient Algorithm (RAGA), wh…