Understanding Backdoor Vulnerabilities in Vertical Federated Learning: The Gap Between Research and Practice

Ziqi Zhao, Jialin Lu, Junjie Shan +3

Vertical Federated Learning (VFL) enables organizations holding complementary features of shared entities to collaborate and train models. In this setting, the initiator can withho…