Privacy-Preserving Feature Selection with Secure Multiparty Computation.
Xiling LiRafael DowsleyMartine De CockPublished in: IACR Cryptol. ePrint Arch. (2021)
Keyphrases
- secure multiparty computation
- privacy preserving
- feature selection
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- private information
- data perturbation
- data privacy
- feature extraction
- sensitive information
- feature space
- privacy protection
- privacy guarantees
- differential privacy
- preserving privacy
- private data
- privacy preserving data mining algorithms
- scalar product
- privacy sensitive
- personal data
- sensitive data
- high dimensionality
- association rules
- decision trees
- data mining
- privacy issues
- privacy concerns
- privacy requirements
- knn
- databases
- privacy preserving association rule mining
- data sets