Junyuan Zhang

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

Vertical Federated Learning (VFL) enables organizations holding complementary features of shared entities to collaborate and train models. In this setting, the initiator can withhold information about the learning task, while other contributors participate without exposing their local datasets, creating an asymmetric i...