A New Privacy-Preserving Distributed k-Clustering Algorithm.
Geetha JagannathanKrishnan PillaipakkamnattRebecca N. WrightPublished in: SDM (2006)
Keyphrases
- privacy preserving
- horizontally partitioned data
- clustering algorithm
- horizontally partitioned
- multi party
- partitioned data
- distributed data mining
- privacy sensitive
- privacy preserving data mining
- privacy preservation
- privacy preserving classification
- secure multiparty computation
- vertically partitioned data
- scalar product
- private information
- distributed systems
- preserving privacy
- distributed environment
- data privacy
- data publishing
- record linkage
- sensitive information
- peer to peer
- databases
- differential privacy
- sensitive data
- private data
- privacy protection
- data perturbation
- distributed data
- privacy concerns
- document clustering
- mobile agents
- feature space
- decision trees
- data mining