A Submodularity-based Agglomerative Clustering Algorithm for the Privacy Funnel.
Ni DingParastoo SadeghiPublished in: CoRR (2019)
Keyphrases
- clustering algorithm
- agglomerative clustering
- clustering method
- privacy preserving
- k means
- personal information
- fuzzy clustering
- data clustering
- private information
- hierarchical clustering
- document clustering
- fuzzy c means
- cluster analysis
- private data
- privacy protection
- privacy aware
- spectral clustering
- sensitive information
- diminishing returns
- security issues
- privacy policies
- privacy preservation
- privacy enhancing
- personal data
- arbitrary shape
- privacy concerns
- differential privacy
- clustering quality
- np hard
- privacy requirements
- statistical databases
- third party