Upper Bound on Privacy-Utility Tradeoff Allowing Positive Excess Distortion Probability.
Shota SaitoToshiyasu MatsushimaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2022)
Keyphrases
- upper bound
- differential privacy
- error probability
- lower bound
- privacy requirements
- information loss
- data anonymization
- privacy preserving
- probability distribution
- worst case
- positive and negative
- disclosure risk
- utility function
- security issues
- branch and bound algorithm
- branch and bound
- privacy issues
- legal issues
- private information
- data publishing
- privacy preservation
- data privacy
- lower and upper bounds
- anonymized data
- sensitive information
- privacy concerns
- privacy enhancing
- radially symmetric
- distorted images
- data security
- privacy preserving data mining
- sample complexity
- statistical databases
- third party
- trade off