KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting

Zeke Xia, Ming Hu, Dengke Yan +4

Although Split Federated Learning (SFL) is good at enabling knowledge sharing among resource-constrained clients, it suffers from the problem of low training accuracy due to the ne…