Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels.
Fatemehsadat MireshghallahHuseyin A. InanMarcello HasegawaVictor RühleTaylor Berg-KirkpatrickRobert SimPublished in: NAACL-HLT (2021)
Keyphrases
- differential privacy
- privacy preserving
- privacy requirements
- private information
- personal information
- data anonymization
- privacy preserving data mining
- personal data
- privacy aware
- sensitive information
- preserving privacy
- privacy preservation
- statistical databases
- privacy concerns
- optimization algorithm
- privacy issues
- anonymized data
- legal issues
- location privacy
- optimization problems
- private data
- data privacy
- privacy protection
- constrained optimization
- risk minimization
- joint optimization
- data publishing
- disclosure risk
- security issues
- global optimization
- database
- privacy enhancing