Bounds for Privacy-Utility Trade-off with Per-letter Privacy Constraints and Non-zero Leakage.
Amirreza ZamaniTobias J. OechteringMikael SkoglundPublished in: ITW (2022)
Keyphrases
- trade off
- differential privacy
- privacy preserving
- privacy requirements
- personal information
- privacy preservation
- security issues
- private information
- statistical databases
- legal issues
- privacy preserving data mining
- private data
- data anonymization
- privacy enhancing
- security concerns
- data privacy
- privacy protection
- sensitive information
- lower and upper bounds
- personal data
- privacy concerns
- privacy issues
- constrained optimization
- anonymized data
- electronic payment
- privacy violations
- data mining
- confidential information
- security risks
- linear constraints
- constraint satisfaction
- upper bound
- lower bound
- social networks