Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review.
U. H. W. A. HewageRoopak SinhaM. Asif NaeemPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- privacy preserving
- literature review
- data stream mining
- privacy preserving data mining
- data mining
- privacy preservation
- vertically partitioned data
- data streams
- privacy preserving association rule mining
- preserving privacy
- partitioned data
- case study
- sensitive information
- data privacy
- concept drift
- streaming data
- privacy issues
- privacy protection
- stream data
- privacy sensitive
- private information
- privacy concerns
- sensitive data
- horizontally partitioned data
- knowledge discovery
- classification accuracy
- data mining algorithms
- scalar product
- secure multiparty computation
- association rules
- database
- medical data
- data mining methods
- sliding window
- data mining techniques
- differential privacy
- nearest neighbor
- data model
- data analysis
- real world