Correlated Differential Privacy: Feature Selection in Machine Learning.
Tao ZhangTianqing ZhuPing XiongHuan HuoZahir TariWanlei ZhouPublished in: CoRR (2020)
Keyphrases
- differential privacy
- feature selection
- machine learning
- differentially private
- privacy preserving
- private data
- tabular data
- privacy guarantees
- anonymized data
- privacy preservation
- support vector machine
- feature set
- privacy preserving data mining algorithms
- high dimensionality
- dimensionality reduction
- model selection
- active learning
- personal information
- support vector
- feature space
- data mining
- database systems
- data analysis
- data sharing
- knowledge discovery
- data privacy
- digital libraries
- information extraction
- website
- information retrieval
- web search