Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings

Yuxi Mi, Hongquan Liu, Yewei Xia +3

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