MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective.
Yizhuo ChenChun-Fu (Richard) ChenHsiang HsuShaohan HuMarco PistoiaTarek F. AbdelzaherPublished in: CoRR (2024)
Keyphrases
- information theoretic
- multi attribute
- data transformation
- utility function
- utility theory
- information theory
- mutual information
- data integration
- utility elicitation
- privacy preserving
- data mining
- functional dependencies
- data warehousing
- information bottleneck
- data quality
- privacy preserving data mining
- decision makers
- dimensionality reduction
- information theoretic measures
- decision theory
- expected utility
- privacy preservation
- data sharing
- multi dimensional
- databases
- data management
- data privacy
- image analysis
- computer vision
- probability distribution