Ye Li

Spa: Stealthy and Persistent Backdoor Attacks in Federated Learning via Feature-Space Alignment

Federated Learning (FL) has emerged as a leading paradigm for privacy-preserving machine learning, yet the distributed nature of FL introduces unique security challenges, notably the threat of backdoor attacks. However, existing attack strategies face a critical limitation: reliance on end-to-end supervision creates a...