Privacy-preserving high-dimensional data publishing for classification.
Rong WangYan ZhuChin-Chen ChangQiang PengPublished in: Comput. Secur. (2020)
Keyphrases
- privacy preserving
- data publishing
- privacy preserving classification
- privacy preservation
- privacy preserving data publishing
- high dimensional
- privacy preserving data mining
- privacy protection
- data privacy
- privacy requirements
- data anonymization
- vertically partitioned data
- high dimensionality
- decision trees
- feature space
- information loss
- sensitive information
- privacy concerns
- anonymized data
- private information
- linked data
- feature selection
- feature extraction
- private data
- data analysis
- privacy guarantees
- differential privacy
- dimensionality reduction
- personal data
- privacy issues
- database
- nearest neighbor
- knn
- low dimensional
- support vector
- dimension reduction
- sensitive data
- databases