Heuristic-based hybrid privacy-preserving data stream mining approach using SD-perturbation and multi-iterative k-anonymisation.
Paresh SolankiSanjay GargHitesh ChhinkaniwalaPublished in: Int. J. Knowl. Eng. Data Min. (2018)
Keyphrases
- privacy preserving
- data stream mining
- data perturbation
- data streams
- privacy preserving data mining
- privacy guarantees
- concept drift
- vertically partitioned data
- privacy preservation
- data privacy
- privacy protection
- multi party
- streaming data
- private information
- privacy preserving association rule mining
- differential privacy
- stream data
- private data
- privacy concerns
- data mining
- scalar product
- horizontally partitioned data
- frequent pattern mining
- sensitive information
- sliding window
- privacy sensitive
- sensitive data
- secure multiparty computation
- non stationary
- machine learning
- privacy issues
- change detection
- data analysis