Hybrid Differentially Private Federated Learning on Vertically Partitioned Data

Chang Wang, Jian Liang, Mingkai Huang +3

We present HDP-VFL, the first hybrid differentially private (DP) framework for vertical federated learning (VFL) to demonstrate that it is possible to jointly learn a generalized l…