FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation

Hanlin Gu, Jiahuan Luo, Yan Kang +2

Vertical federated learning (VFL) allows an active party with labeled feature to leverage auxiliary features from the passive parties to improve model performance. Concerns about t…