K-Means Clustering With Local dᵪ-Privacy for Privacy-Preserving Data Analysis.
Mengmeng YangIvan TjuawinataKwok-Yan LamPublished in: IEEE Trans. Inf. Forensics Secur. (2022)
Keyphrases
- privacy preserving
- data analysis
- partitioned data
- privacy preserving data mining
- private information
- privacy preservation
- privacy concerns
- vertically partitioned data
- privacy requirements
- data privacy
- differential privacy
- secure multiparty computation
- privacy issues
- private data
- privacy sensitive
- privacy protection
- sensitive information
- cluster analysis
- data transformation
- personal data
- preserving privacy
- sensitive data
- privacy guarantees
- horizontally partitioned data
- multi party
- k means
- knowledge discovery
- data perturbation
- privacy preserving classification
- privacy preserving association rule mining
- machine learning
- data anonymization
- record linkage
- data collection
- user privacy
- scalar product
- privacy preserving data publishing
- location privacy
- data mining
- data management
- information sharing
- horizontally partitioned