Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost

no code implementations • 8 Dec 2021 • Wuxing Xu, Hao Fan, Kaixin Li, Kai Yang

In this paper, we studied the efficiency problem of adapting widely used XGBoost model in real-world applications to vertical federated learning setting.

Quantization Vertical Federated Learning