Privacy-Preserving Feature Selection with Secure Multiparty Computation.
Xiling LiRafael DowsleyMartine De CockPublished in: ICML (2021)
Keyphrases
- secure multiparty computation
- privacy preserving
- feature selection
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- sensitive data
- privacy protection
- feature extraction
- private information
- sensitive information
- high dimensionality
- data privacy
- preserving privacy
- privacy issues
- privacy guarantees
- privacy concerns
- horizontally partitioned data
- data perturbation
- knn
- scalar product
- feature space
- privacy preserving data mining algorithms
- dimensionality reduction
- privacy sensitive
- data distribution