Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity.
Faisal HammanJiahao ChenSanghamitra DuttaPublished in: CoRR (2022)
Keyphrases
- private information
- sensitive data
- deep web data sources
- privacy preserving
- confidential information
- databases
- data protection
- personal information
- privacy preservation
- multi attribute
- privacy protection
- sensitive information
- attribute values
- privacy issues
- query language
- sensitivity analysis
- personal data
- high sensitivity
- data mining
- private data
- differential privacy
- privacy preserving data mining
- query processing
- third party
- electronic commerce