Privacy-preserving distributed k-means clustering over arbitrarily partitioned data.
Geetha JagannathanRebecca N. WrightPublished in: KDD (2005)
Keyphrases
- partitioned data
- privacy preserving
- privacy preserving data mining
- multi party
- vertically partitioned data
- horizontally partitioned data
- privacy preservation
- privacy concerns
- sensitive information
- sensitive data
- private information
- private data
- privacy issues
- distributed data mining
- data privacy
- data perturbation
- secure multiparty computation
- data sets
- differential privacy
- data publishing
- privacy guarantees
- user privacy
- privacy requirements
- privacy protection
- horizontally partitioned
- distributed systems