Membership Inference Attacks against Synthetic Data through Overfitting Detection.
Boris van BreugelHao SunZhaozhi QianMihaela van der SchaarPublished in: CoRR (2023)
Keyphrases
- synthetic data
- real image data
- real world
- data sets
- detection method
- detection rate
- automatic detection
- multiscale
- event detection
- object detection
- mri data
- detection accuracy
- image processing
- detection algorithm
- false alarms
- database
- oil spill
- automated detection
- synthetic datasets
- data mining
- anomaly detection
- digital images
- multi agent
- training data