Privacy-utility tradeoff under statistical uncertainty.
Ali MakhdoumiNadia FawazPublished in: Allerton (2013)
Keyphrases
- differential privacy
- expected utility
- privacy requirements
- privacy preserving
- utility theory
- statistical models
- security issues
- private data
- utility function
- information theoretic
- privacy protection
- statistical information
- data anonymization
- decision theory
- database
- uncertain data
- data sets
- decision theoretic
- personal information
- privacy concerns
- statistical methods
- personal data
- privacy preservation
- statistical analysis
- computational complexity
- privacy aware
- data publishing
- information systems
- neural network