Data Privacy and Utility Trade-Off Based on Mutual Information Neural Estimator.
Qihong WuJinchuan TangShuping DangGaojie ChenPublished in: CoRR (2021)
Keyphrases
- data privacy
- mutual information
- trade off
- data anonymization
- differential privacy
- privacy preserving
- privacy preservation
- data sharing
- cloud computing
- privacy preserving data mining
- sensitive information
- data quality
- preserving privacy
- feature selection
- image registration
- privacy concerns
- distributed data
- sensitive attributes
- similarity measure
- original data
- data protection
- data integration
- sensitive data
- databases
- anonymized data
- image processing
- feature extraction
- data streams
- preprocessing
- support vector machine
- database management systems