Differentially Private Synthetic Data with Private Density Estimation.
Nikolija BojkovicPo-Ling LohPublished in: CoRR (2024)
Keyphrases
- synthetic data
- density estimation
- differentially private
- differential privacy
- private data
- privacy preserving
- privacy guarantees
- mixture model
- probability density function
- real image data
- data sets
- outlier detection
- probability density
- real world
- density estimates
- gaussian mixture model
- density estimators
- mri data
- data privacy
- privacy preservation
- data quality
- private information
- data sharing
- privacy preserving data mining
- personal information
- em algorithm
- knowledge discovery
- databases