Preprint
Aug 2026
Understanding Backdoor Vulnerabilities in Vertical Federated Learning: The Gap Between Research and Practice
BVBench is introduced, a backdoor-centric benchmark that enables fair, practical, and comprehensive evaluation, preloaded with state-of-the-art baselines, and provides strong evidence of the fragility of the current understanding of VFL backdoor risks.
Ziqi Zhao, Jialin Lu, Junjie Shan et al.
· 0 citations