TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data.
Florimond HoussiauJames JordonSamuel N. CohenOwen DanielAndrew ElliottJames GeddesCallum D. MoleCamila Rangel SmithLukasz SzpruchPublished in: CoRR (2022)
Keyphrases
- synthetic data
- statistical databases
- privacy preserving
- data sets
- personal information
- privacy aware
- real image data
- inference control
- real world
- privacy concerns
- private information
- privacy preservation
- personal data
- mri data
- security issues
- private data
- privacy preserving data mining
- differential privacy
- privacy enhancing
- privacy policies
- confidential information
- privacy requirements
- sensitive information
- multi agent
- privacy issues
- synthetic datasets
- data privacy
- software package
- privacy protection
- data publishing
- security risks
- location privacy
- user privacy
- differentially private
- access control
- database views
- security and privacy issues
- databases