Fuyi Wang

Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning

Data heterogeneity and backdoor attacks rank among the most significant challenges facing federated learning (FL). For data heterogeneity, personalized federated learning (PFL) enables each client to maintain a private personalized model to cater to client-specific knowledge. Meanwhile, vanilla FL h…