Feature Reconstruction Attacks and Countermeasures of DNN training in Vertical Federated Learning

Peng Ye, Zhifeng Jiang, Wei Wang +2

Federated learning (FL) has increasingly been deployed, in its vertical form, among organizations to facilitate secure collaborative training over siloed data. In vertical FL (VFL)…