A Submodularity-based Clustering Algorithm for the Information Bottleneck and Privacy Funnel.
Ni DingParastoo SadeghiPublished in: ITW (2019)
Keyphrases
- clustering algorithm
- privacy preserving
- personal information
- diminishing returns
- privacy protection
- clustering method
- privacy aware
- k means
- sensitive information
- security issues
- private information
- cluster analysis
- preserving privacy
- statistical databases
- privacy preserving data mining
- privacy concerns
- privacy enhancing
- data clustering
- clustering analysis
- privacy preservation
- differential privacy
- privacy issues
- document clustering
- privacy requirements
- identity management
- mixed data
- data mining
- fuzzy clustering
- data points
- grouping algorithm
- security risks
- web usage
- private data
- spectral clustering
- sensitive data