Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning

Yang Liu, Tianyuan Zou, Yan Kang +4

In a vertical federated learning (VFL) scenario where features and model are split into different parties, communications of sample-specific updates are required for correct gradie…