ELXGB: an Efficient and Privacy-Preserving XGBoost for Vertical Federated Learning

Wei Xu,Hui Zhu,Yandong Zheng,Fengwei Wang,Jiaqi Zhao,Zhe Liu,Hui Li

IEEE TRANSACTIONS ON SERVICES COMPUTING（2024）

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Data models,Training,Federated learning,Security,Inference algorithms,Computational modeling,Differential privacy,homomorphic encryption,privacy-preserving,vertical federated learning,XGBoost

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