Secure Split Learning against Property Inference, Data Reconstruction, and Feature Space Hijacking Attacks

Yunlong Mao, Zexi Xin, Zhenyu Li +3

Split learning of deep neural networks (SplitNN) has provided a promising solution to learning jointly for the mutual interest of a guest and a host, which may come from different…