Secure Federated XGBoost with CUDA-accelerated Homomorphic Encryption via NVIDIA FLARE

Ziyue Xu, Yuan-Ting Hsieh, Zhihong Zhang +4

Federated learning (FL) enables collaborative model training across decentralized datasets. NVIDIA FLARE's Federated XGBoost extends the popular XGBoost algorithm to both vertical…