Technical Report: Assisting Backdoor Federated Learning with Whole Population Knowledge Alignment

Tian Liu, Xueyang Hu, Tao Shu

Due to the distributed nature of Federated Learning (FL), researchers have uncovered that FL is vulnerable to backdoor attacks, which aim at injecting a sub-task into the FL withou…