Privacy-Preserving Scoring of Tree Ensembles: A Novel Framework for AI in Healthcare.
Kyle FritchmanKeerthanaa SaminathanRafael DowsleyTyler HughesMartine De CockAnderson C. A. NascimentoAnkur TeredesaiPublished in: IEEE BigData (2018)
Keyphrases
- privacy preserving
- privacy preserving data mining algorithms
- privacy preserving data mining
- multi party
- privacy preservation
- tree ensembles
- vertically partitioned data
- privacy guarantees
- privacy protection
- text categorization
- record linkage
- privacy concerns
- private data
- data privacy
- data sets
- private information
- random forests
- text classification
- data management
- pairwise
- information systems
- data mining