Optimizing Privacy-Accuracy Tradeoff for Privacy Preserving Distance-Based Classification.
Dongjin KimZhiyuan ChenAryya GangopadhyayPublished in: Int. J. Inf. Secur. Priv. (2012)
Keyphrases
- privacy preserving
- privacy preserving classification
- privacy preserving data mining
- classification accuracy
- privacy preservation
- support vector machine classification
- vertically partitioned data
- sensitive information
- private information
- privacy protection
- private data
- data privacy
- privacy concerns
- multi party
- secure multiparty computation
- privacy issues
- data anonymization
- personal data
- partitioned data
- preserving privacy
- privacy requirements
- privacy sensitive
- sensitive data
- emerging patterns
- decision trees
- horizontally partitioned data
- naive bayesian classification
- privacy guarantees
- record linkage
- data perturbation
- homomorphic encryption
- data transformation
- scalar product
- support vector machine
- support vector
- location privacy
- random projections
- data sharing
- classification rules