Correlated Differential Privacy: Feature Selection in Machine Learning.
Tao ZhangTianqing ZhuPing XiongHuan HuoZahir TariWanlei ZhouPublished in: IEEE Trans. Ind. Informatics (2020)
Keyphrases
- differential privacy
- feature selection
- machine learning
- differentially private
- private data
- privacy preserving
- tabular data
- privacy guarantees
- privacy preserving data mining algorithms
- privacy preservation
- feature space
- support vector machine
- dimensionality reduction
- model selection
- feature set
- high dimensionality
- data sharing
- data mining
- kernel function
- personal information
- active learning
- feature extraction
- website
- search engine
- anonymized data