Vickrey-Clarke-Groves for privacy-preserving collaborative classification.
Anastasia PanouiSangarapillai LambotharanRaphael C.-W. PhanPublished in: FedCSIS (2013)
Keyphrases
- privacy preserving
- privacy preserving classification
- support vector machine classification
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- private information
- multi party
- decision trees
- sensitive information
- privacy issues
- emerging patterns
- naive bayesian classification
- private data
- record linkage
- support vector
- privacy protection
- partitioned data
- horizontally partitioned data
- data perturbation
- privacy concerns
- feature space
- privacy requirements
- sensitive data
- scalar product
- differential privacy
- secure multiparty computation
- autonomous agents
- privacy preserving association rule mining