Towards an axiomatization of statistical privacy and utility.
Daniel KiferBing-Rong LinPublished in: PODS (2010)
Keyphrases
- differential privacy
- privacy requirements
- privacy preserving
- private data
- personal information
- information theoretic
- disclosure risk
- privacy protection
- private information
- utility function
- electronic commerce
- data driven
- confidence intervals
- statistical approaches
- expected utility
- statistical databases
- utility theory
- database views
- statistical inference
- privacy preserving data mining
- data sets
- sensitive information
- statistical methods
- statistical models
- website
- neural network