Bounds for Privacy-Utility Trade-off with Per-letter Privacy Constraints and Non-zero Leakage.
Amirreza ZamaniTobias J. OechteringMikael SkoglundPublished in: CoRR (2022)
Keyphrases
- trade off
- differential privacy
- privacy preserving
- personal information
- privacy requirements
- privacy aware
- data anonymization
- privacy preserving data mining
- statistical databases
- private information
- privacy protection
- upper bound
- privacy preservation
- security issues
- privacy concerns
- lower and upper bounds
- data privacy
- preserving privacy
- privacy issues
- data security
- anonymized data
- privacy enhancing
- decision makers
- lower bound
- information loss
- social networking
- private data
- data quality
- user privacy
- constraint satisfaction
- information leakage
- evolutionary algorithm
- neural network