A framework for privacy-preserving cluster analysis.
Benjamin C. M. FungKe WangLingyu WangMourad DebbabiPublished in: ISI (2008)
Keyphrases
- privacy preserving
- cluster analysis
- privacy preserving data mining
- multi party
- cluster validity
- clustering method
- categorical data
- data privacy
- sensitive information
- dimension reduction
- privacy preservation
- k means
- vertically partitioned data
- data sets
- private data
- privacy guarantees
- differential privacy
- privacy preserving data mining algorithms
- unsupervised learning
- data analysis
- real world
- sensitive data
- data model
- clustering algorithm
- scalar product
- partitioned data