Information Entropy Differential Privacy: A Differential Privacy Protection Data Method Based on Rough Set Theory.
Xianxian LiChunfeng LuoPeng LiuLi-e WangPublished in: DASC/PiCom/DataCom/CyberSciTech (2019)
Keyphrases
- information entropy
- rough set theory
- rough sets
- privacy guarantees
- attribute reduction algorithm
- privacy protection
- information loss
- differential privacy
- decision rules
- private data
- knowledge discovery
- decision table
- data sets
- attribute values
- privacy preserving
- database
- data collection
- data analysis
- pattern recognition
- data quality
- input data
- sensitive information
- original data
- data objects
- high dimensional data
- knowledge reduction
- data reduction
- data sources
- private information
- association rule mining
- rough sets theory
- databases
- data privacy
- attribute reduction
- fuzzy logic
- third party
- data sharing
- raw data