Privacy-preserving mechanism for mixed data clustering with local differential privacy.
Liujie YuanShaobo ZhangGengming ZhuKarim AlinaniPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- data clustering
- privacy preserving
- differential privacy
- privacy guarantees
- differentially private
- privacy preservation
- private data
- clustering algorithm
- unsupervised learning
- cluster analysis
- privacy preserving data mining
- vertically partitioned data
- data privacy
- privacy preserving data mining algorithms
- k means
- private information
- preserving privacy
- privacy concerns
- privacy protection
- secure multiparty computation
- scalar product
- record linkage
- sensitive information
- privacy issues
- anonymized data
- feature selection
- data publishing
- data access
- decision trees
- data sharing
- sensitive data