The Privacy-Utility Tradeoff in Rank-Preserving Dataset Obfuscation.
Mahshad ShariatnasabFarhad ShiraniS. Sitharama IyengarPublished in: ISIT (2023)
Keyphrases
- differential privacy
- privacy requirements
- utility function
- trade off
- privacy preserving
- benchmark datasets
- privacy preserving data mining
- data transformation
- reverse engineering
- private information
- private data
- legal issues
- expected utility
- data privacy
- personal information
- data anonymization
- security issues
- privacy protection
- training dataset
- privacy preservation
- privacy issues
- privacy aware
- anonymized data