Federated Boosted Decision Trees with Differential Privacy

Samuel Maddock, Graham Cormode, Tianhao Wang 0001, Carsten Maple, Somesh Jha. Federated Boosted Decision Trees with Differential Privacy. In Heng Yin, Angelos Stavrou, Cas Cremers, Elaine Shi, editors, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022. pages 2249-2263, ACM, 2022. [doi]

@inproceedings{MaddockC0MJ22,
  title = {Federated Boosted Decision Trees with Differential Privacy},
  author = {Samuel Maddock and Graham Cormode and Tianhao Wang 0001 and Carsten Maple and Somesh Jha},
  year = {2022},
  doi = {10.1145/3548606.3560687},
  url = {https://doi.org/10.1145/3548606.3560687},
  researchr = {https://researchr.org/publication/MaddockC0MJ22},
  cites = {0},
  citedby = {0},
  pages = {2249-2263},
  booktitle = {Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022},
  editor = {Heng Yin and Angelos Stavrou and Cas Cremers and Elaine Shi},
  publisher = {ACM},
  isbn = {978-1-4503-9450-5},
}