CAFE: Catastrophic Data Leakage in Vertical Federated Learning

Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu +2

Recent studies show that private training data can be leaked through the gradients sharing mechanism deployed in distributed machine learning systems, such as federated learning (F…