Privacy preserving feature selection for distributed data using virtual dimension.
Madhushri BanerjeeSumit ChakravartyPublished in: CIKM (2011)
Keyphrases
- distributed data
- privacy preserving
- feature selection
- data privacy
- distributed data mining
- privacy concerns
- data sharing
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- data distribution
- communication cost
- private information
- privacy sensitive
- differential privacy
- scalar product
- sensitive information
- privacy preserving association rule mining
- databases
- data mining algorithms
- privacy protection
- data integration
- peer to peer
- knn
- feature space
- secure multiparty computation
- machine learning
- data sets
- sensitive data
- privacy issues
- preprocessing
- digital libraries
- feature extraction
- horizontally partitioned data