Synthetic Data: Revisiting the Privacy-Utility Trade-off.
Fatima Jahan SarminAtiquer Rahman SarkarYang WangNoman MohammedPublished in: CoRR (2024)
Keyphrases
- synthetic data
- trade off
- differential privacy
- privacy requirements
- privacy preserving
- data anonymization
- real image data
- privacy protection
- data sets
- utility function
- personal information
- real world
- privacy preserving data mining
- mri data
- private information
- anonymized data
- privacy concerns
- data security
- disclosure risk
- privacy preservation
- privacy aware
- privacy issues
- legal issues
- information systems
- privacy enhancing
- private data
- rfid systems
- identity management
- security issues
- confidential information
- statistical databases
- security concerns
- information loss
- probability distribution