Membership Inference Attacks against Synthetic Data through Overfitting Detection.
Boris van BreugelHao SunZhaozhi QianMihaela van der SchaarPublished in: AISTATS (2023)
Keyphrases
- synthetic data
- data sets
- real image data
- object detection
- real world
- detection rate
- detection method
- artificial intelligence
- anomaly detection
- detection algorithm
- detection accuracy
- automatic detection
- false alarms
- real time
- machine learning
- mri data
- synthetic datasets
- generalization error
- event detection
- cross validation
- model selection
- real life
- social networks