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]

@inproceedings{LawLPPSSYZZ20,
  title = {Secure Collaborative Training and Inference for XGBoost},
  author = {Andrew Law and Chester Leung and Rishabh Poddar and Raluca Ada Popa and Chenyu Shi and Octavian Sima and Chaofan Yu and Xingmeng Zhang and Wenting Zheng},
  year = {2020},
  doi = {10.1145/3411501.3419420},
  url = {https://doi.org/10.1145/3411501.3419420},
  researchr = {https://researchr.org/publication/LawLPPSSYZZ20},
  cites = {0},
  citedby = {0},
  pages = {21-26},
  booktitle = {PPMLP'20: Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice, Virtual Event, USA, November, 2020},
  editor = {Benyu Zhang and Raluca Ada Popa and Matei Zaharia and Guofei Gu and Shouling Ji},
  publisher = {ACM},
  isbn = {978-1-4503-8088-1},
}