Privacy-preserving training of tree ensembles over continuous data.
Samuel AdamsChaitali ChoudharyMartine De CockRafael DowsleyDavid MelansonAnderson C. A. NascimentoDavis RailsbackJianwei ShenPublished in: Proc. Priv. Enhancing Technol. (2022)
Keyphrases
- privacy preserving
- continuous data
- tree ensembles
- privacy preserving data mining
- vertically partitioned data
- data streams
- privacy preservation
- sensitive information
- private information
- random forests
- data privacy
- differential privacy
- supervised learning
- privacy concerns
- genetic programming
- data quality
- categorical data
- data mining
- data mining algorithms
- training set
- secure multiparty computation
- feature extraction