Privacy-Preserving Feature Selection based on Mutual Information.
Ningning WuHongwei LiHanxiao ChenXilin ZhangYingzhe WangPublished in: GLOBECOM (2023)
Keyphrases
- privacy preserving
- mutual information
- feature selection
- conditional mutual information
- privacy preserving data mining
- information gain
- image registration
- privacy preservation
- vertically partitioned data
- privacy concerns
- data privacy
- text classification
- preserving privacy
- private information
- classification accuracy
- text categorization
- secure multiparty computation
- privacy preserving association rule mining
- similarity measure
- privacy sensitive
- privacy guarantees
- horizontally partitioned data
- multi party
- sensitive information
- privacy protection
- differential privacy
- privacy issues
- private data
- privacy requirements
- high dimensionality
- record linkage
- feature extraction
- support vector machine
- sensitive data
- dimensionality reduction
- support vector
- horizontally partitioned
- data sets
- naive bayesian classification
- partitioned data
- scalar product
- naive bayes