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