Privacy-Preserving Data Mining: Methods, Metrics, and Applications.
Ricardo MendesJoão P. VilelaPublished in: IEEE Access (2017)
Keyphrases
- data mining methods
- privacy preserving
- data mining
- privacy preserving data mining
- vertically partitioned data
- decision trees
- data mining techniques
- privacy preservation
- data mining applications
- multi party
- private information
- data privacy
- horizontally partitioned data
- data perturbation
- data mining algorithms
- privacy protection
- private data
- record linkage
- sensitive information
- emerging patterns
- differential privacy
- horizontally partitioned
- sensitive data
- partitioned data
- preserving privacy
- privacy preserving association rule mining
- privacy sensitive
- secure multiparty computation
- privacy concerns
- privacy issues
- database
- privacy requirements
- feature selection
- homomorphic encryption
- scalar product
- user privacy
- privacy guarantees
- similarity measure
- medical images