HealSplit: Towards Self-Healing through Adversarial Distillation in Split Federated Learning

Yuhan Xie, Chen Lyu

Split Federated Learning (SFL) is an emerging paradigm for privacy-preserving distributed learning. However, it remains vulnerable to sophisticated data poisoning attacks targeting…