Model-based Differentially Private Data Synthesis and Statistical Inference in Multiple Synthetic Datasets.
Fang LiuPublished in: Trans. Data Priv. (2022)
Keyphrases
- differentially private
- statistical inference
- synthetic datasets
- synthetic data
- data analysis
- data sets
- database
- original data
- real dataset
- data sources
- real life
- raw data
- image data
- databases
- experimental study
- statistical methods
- differential privacy
- machine learning
- data quality
- training data
- statistical analysis
- experimental evaluation
- active learning