Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning

Yuchen Liu, Chen Chen, Lingjuan Lyu +2

Federated Learning (FL) is notorious for its vulnerability to Byzantine attacks. Most current Byzantine defenses share a common inductive bias: among all the gradients, the densely…