Privacy-Preserving Data Sharing in High Dimensional Regression and Classification Settings.
Stephen E. FienbergJiashun JinPublished in: J. Priv. Confidentiality (2012)
Keyphrases
- privacy preserving
- data sharing
- data privacy
- private data
- homomorphic encryption
- privacy protection
- privacy preserving classification
- high dimensional
- sensitive data
- differential privacy
- privacy preservation
- vertically partitioned data
- privacy preserving data mining
- data access
- support vector
- data integration
- peer to peer
- private information
- distributed data
- data providers
- information sharing
- sensitive information
- feature space
- decision trees
- dimensionality reduction
- personal data
- feature selection
- privacy concerns
- database
- secure multiparty computation
- personal information
- dimension reduction
- low dimensional
- data management
- management system
- knowledge discovery
- relational databases
- machine learning
- data mining