Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation

Yukun Jiang, Peiran Wang, Chengguo Lin +2

Two-party split learning has emerged as a popular paradigm for vertical federated learning. To preserve the privacy of the label owner, split learning utilizes a split model, which…