From Differential Privacy to Bounds on Membership Inference: Less can be More.
Anvith ThudiIlia ShumailovFranziska BoenischNicolas PapernotPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- private data
- privacy guarantees
- tabular data
- privacy preservation
- privacy preserving data mining algorithms
- data sharing
- data privacy
- personal information
- bayesian networks
- anonymized data
- contingency tables
- data quality
- bayesian inference
- data analysis
- databases