Outsourced and Practical Privacy-Preserving K-Prototype Clustering supporting Mixed Data.
Renwan BiJinbo XiongJie LinMin ZhaoYouliang TianPublished in: ICC (2022)
Keyphrases
- privacy preserving
- mixed data
- knn
- data compression
- clustering algorithm
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- similarity function
- multi party
- sensitive information
- private information
- privacy concerns
- data sets
- privacy protection
- data privacy
- privacy preserving data mining algorithms
- record linkage
- k means
- sensitive data
- scalar product
- differential privacy
- private data
- privacy preserving association rule mining
- privacy sensitive
- database
- horizontally partitioned data
- privacy issues
- data perturbation
- partitioned data
- privacy requirements
- naive bayesian classification
- feature extraction
- pairwise
- data publishing
- service providers
- data mining algorithms