Private sampling: a noiseless approach for generating differentially private synthetic data.
March BoedihardjoThomas StrohmerRoman VershyninPublished in: CoRR (2021)
Keyphrases
- synthetic data
- differentially private
- differential privacy
- privacy preserving
- private data
- privacy guarantees
- real world
- random sampling
- data sets
- real image data
- data quality
- privacy preservation
- mixed effects
- data privacy
- synthetic datasets
- sensitive information
- data mining techniques
- query processing
- database systems
- social networks