On the Inference (In-)Security of Vertical Federated Learning: Efficient Auditing against Inference Tampering Attack

Chung-ju Huang, Ziqi Zhang, Yinggui Wang +3

Vertical Federated Learning (VFL) is an emerging distributed learning paradigm for cross-silo collaboration without accessing participants' data. However, existing VFL work lacks a…