OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization

Xiaochen Li, Yuke Hu, Weiran Liu, Hanwen Feng 0001, Li Peng, Yuan Hong, Kui Ren 0001, Zhan Qin. OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization. PVLDB, 16(2):202-215, 2022. [doi]

@article{LiHL0PH0Q22,
  title = {OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization},
  author = {Xiaochen Li and Yuke Hu and Weiran Liu and Hanwen Feng 0001 and Li Peng and Yuan Hong and Kui Ren 0001 and Zhan Qin},
  year = {2022},
  url = {https://www.vldb.org/pvldb/vol16/p202-li.pdf},
  researchr = {https://researchr.org/publication/LiHL0PH0Q22},
  cites = {0},
  citedby = {0},
  journal = {PVLDB},
  volume = {16},
  number = {2},
  pages = {202-215},
}