Privacy-Preserving Training of Tree Ensembles over Continuous Data.
Samuel AdamsChaitali ChoudharyMartine De CockRafael DowsleyDavid MelansonAnderson C. A. NascimentoDavis RailsbackJianwei ShenPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- continuous data
- tree ensembles
- vertically partitioned data
- privacy preserving data mining
- privacy preservation
- data streams
- private information
- data privacy
- continuous attributes
- secure multiparty computation
- sensitive information
- privacy concerns
- random forests
- training examples
- categorical data
- differential privacy
- supervised learning