Secure Collaborative Training and Inference for XGBoost

Andrew Law, Chester Leung, Rishabh Poddar, Raluca Ada Popa, Chenyu Shi, Octavian Sima, Chaofan Yu, Xingmeng Zhang, Wenting Zheng. Secure Collaborative Training and Inference for XGBoost. In Benyu Zhang, Raluca Ada Popa, Matei Zaharia, Guofei Gu, Shouling Ji, editors, PPMLP'20: Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice, Virtual Event, USA, November, 2020. pages 21-26, ACM, 2020. [doi]