Privacy-Utility Feature Selection as a tool in Private Data Classification.
Mina SheikhalishahiFabio MartinelliPublished in: DCAI (2017)
Keyphrases
- private data
- differential privacy
- feature selection
- privacy preserving
- machine learning
- data sharing
- feature extraction
- private information
- personal information
- feature space
- privacy protection
- feature set
- support vector
- privacy guarantees
- high dimensionality
- support vector machine
- privacy preserving data mining
- feature vectors
- decision trees
- dimension reduction
- sensitive information
- privacy preservation
- third party
- intrusion detection
- dimensionality reduction
- preprocessing