Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings

1 code implementation • 26 Jul 2023 • Yuxi Mi, Hongquan Liu, Yewei Xia, Yiheng Sun, Jihong Guan, Shuigeng Zhou

The emergence of vertical federated learning (VFL) has stimulated concerns about the imperfection in privacy protection, as shared feature embeddings may reveal sensitive information under privacy attacks.

Vertical Federated Learning