Ye Cheng

GOFA: Gradient-Oriented Backdoor Attack in Vertical Federated Learning

Vertical Federated Learning (VFL) allows multiple organizations with disjoint feature spaces and overlapping sample identities to collaboratively train machine learning models while keeping local data. Despite its privacy-preserving design, recent studies have shown that VFL is vulnerable to backdoor attacks. In partic...