Privacy-Preserving Two-Party K-Means Clustering via Secure Approximation.
Chunhua SuFeng BaoJianying ZhouTsuyoshi TakagiKouichi SakuraiPublished in: AINA Workshops (1) (2007)
Keyphrases
- privacy preserving
- vertically partitioned data
- partitioned data
- semi honest
- scalar product
- record linkage
- secure multiparty computation
- horizontally partitioned data
- multi party
- secure multi party computation
- sensitive data
- homomorphic encryption
- privacy preserving data mining
- privacy preservation
- user privacy
- data privacy
- private information
- privacy concerns
- horizontally partitioned
- sensitive information
- preserving privacy
- data perturbation
- privacy issues
- privacy sensitive
- privacy preserving association rule mining
- privacy requirements
- privacy guarantees
- private data
- data security
- differential privacy
- privacy protection
- key agreement protocol
- security requirements
- naive bayesian classification
- privacy preserving data mining algorithms