ProtoGuard-SL: Prototype Consistency Based Backdoor Defense for Vertical Split Learning

Yuhan Shui, Ruobin Jin, Zhihao Dou +1

Vertical split learning (SL) enables collaborative model training across parties holding complementary features without sharing raw data, but recent work has shown that it is highl…