Towards Privacy-Preserving and Heterogeneity-aware Split Federated Learning via Probabilistic Masking

Xingchen Wang, Feijie Wu, Chenglin Miao +5

Split Federated Learning (SFL) has emerged as an efficient alternative to traditional Federated Learning (FL) by reducing client-side computation through model partitioning. Howeve…