Data privacy and utility trade-off based on mutual information neural estimator.
Qihong WuJinchuan TangShuping DangGaojie ChenPublished in: Expert Syst. Appl. (2022)
Keyphrases
- data privacy
- mutual information
- trade off
- differential privacy
- data anonymization
- privacy preserving
- privacy preservation
- privacy preserving data mining
- cloud computing
- data sharing
- sensitive information
- data quality
- preserving privacy
- privacy concerns
- similarity measure
- distributed data
- image registration
- sensitive attributes
- feature selection
- original data
- random sampling
- data access
- sensitive data
- image processing
- privacy protection
- machine learning
- knowledge discovery
- information systems