A Privacy-Preserving k-Means Clustering Algorithm Using Secure Comparison Protocol and Density-Based Center Point Selection.
Hyeong-Jin KimJae-Woo ChangPublished in: IEEE CLOUD (2018)
Keyphrases
- privacy preserving
- vertically partitioned data
- secure multiparty computation
- scalar product
- homomorphic encryption
- horizontally partitioned data
- secure multi party computation
- multi party
- privacy preserving data mining
- clustering algorithm
- privacy preservation
- semi honest
- user privacy
- k means
- privacy preserving association rule mining
- sensitive data
- data privacy
- sensitive information
- privacy concerns
- record linkage
- privacy protection
- cryptographic protocols
- private data
- data sharing
- differential privacy
- horizontally partitioned
- lightweight
- anomaly detection
- privacy guarantees
- preserving privacy
- data perturbation
- fair exchange
- privacy preserving classification
- private information
- data mining algorithms
- naive bayesian classification