Granular data representation under privacy protection: Tradeoff between data utility and privacy via information granularity.
Ge ZhangXiubin ZhuLi YinWitold PedryczZhiwu LiPublished in: Appl. Soft Comput. (2022)
Keyphrases
- privacy protection
- privacy requirements
- private information
- data representation
- personal data
- sensitive information
- individual privacy
- privacy breaches
- information loss
- privacy preserving
- privacy concerns
- private data
- raw data
- privacy issues
- sensitive data
- data privacy
- data protection
- anonymized data
- data publishing
- privacy preserving data mining
- data sets
- data quality
- original data
- data collection
- personal information
- privacy preservation
- third party
- data representations
- privacy policies
- database
- privacy guarantees
- data points
- data analysis
- machine learning
- databases
- data security
- data anonymization
- social network data
- location privacy
- social networks