Privacy Preserving Clustering with Constraints.
Clemens RösnerMelanie SchmidtPublished in: ICALP (2018)
Keyphrases
- privacy preserving
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- clustering algorithm
- multi party
- record linkage
- data privacy
- privacy protection
- horizontally partitioned data
- privacy concerns
- sensitive information
- privacy sensitive
- private information
- partitioned data
- data transformation
- privacy preserving association rule mining
- data publishing
- naive bayesian classification
- private data
- data perturbation
- homomorphic encryption
- horizontally partitioned
- differential privacy
- preserving privacy
- privacy requirements
- user privacy
- privacy guarantees
- sensitive data
- document clustering
- data objects
- privacy preserving classification
- scalar product
- high dimensional data
- data points
- similarity measure
- database systems
- decision trees