The Privacy-Utility Tradeoff in Rank-Preserving Dataset Obfuscation.
Mahshad ShariatnasabFarhad ShiraniS. Sitharma IyengarPublished in: CoRR (2023)
Keyphrases
- differential privacy
- privacy requirements
- privacy preserving
- data transformation
- database
- private information
- privacy preservation
- data anonymization
- data security
- utility function
- reverse engineering
- information loss
- privacy protection
- image details
- statistical databases
- personal information
- trade off
- computational complexity
- security concerns
- disclosure risk
- privacy aware
- privacy enhancing
- control flow
- data privacy
- privacy preserving data mining
- privacy concerns
- security issues
- software engineering