Korea Military Academy

Friend-Safe Adversarial Attack for selective evasion in personalized federated learning

Federated Learning (FL) enables collaborative model training across distributed clients while preserving data privacy; however, the personalization of client models in non-independent and identically distributed (non-IID) settings creates an unexplored attack surface where advers...