A privacy preserving technique for distance-based classification with worst case privacy guarantees.
Shibnath MukherjeeMadhushri BanerjeeZhiyuan ChenAryya GangopadhyayPublished in: Data Knowl. Eng. (2008)
Keyphrases
- privacy preserving
- privacy guarantees
- privacy preserving classification
- differential privacy
- privacy preservation
- privacy preserving data mining
- private data
- privacy protection
- vertically partitioned data
- data perturbation
- data privacy
- secure multiparty computation
- decision trees
- private information
- sensitive information
- sensitive data
- privacy concerns
- feature selection
- data publishing
- differentially private
- support vector
- data quality
- privacy issues
- smart card
- anonymized data
- dimension reduction
- dimensionality reduction
- feature space