Linear Scalarization for Byzantine-robust learning on non-IID data

Latifa Errami, El Houcine Bergou

In this work we study the problem of Byzantine-robust learning when data among clients is heterogeneous. We focus on poisoning attacks targeting the convergence of SGD. Although th…