Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data.
Florent GuépinMatthieu MeeusAna-Maria CretuYves-Alexandre de MontjoyePublished in: CoRR (2023)
Keyphrases
- synthetic data
- data sets
- data analysis
- real world
- raw data
- database
- image data
- statistical analysis
- computer systems
- experimental data
- data processing
- small number
- neural network
- probability distribution
- original data
- high quality
- statistical methods
- missing values
- synthetic datasets
- missing data
- mri data
- high dimensional data
- data collection
- input data
- medical images
- knowledge discovery
- query processing
- xml documents
- real life