Synthetic Data Outliers: Navigating Identity Disclosure.
Carolina TrindadeLuis Filipe Coelho AntunesTânia CarvalhoNuno MonizPublished in: CoRR (2024)
Keyphrases
- synthetic data
- real world
- outlier detection
- data points
- missing data
- real image data
- data sets
- statistical databases
- information loss
- privacy concerns
- mri data
- privacy protection
- identity management
- data quality
- real life
- measurement error
- robust statistics
- detecting outliers
- data warehouse
- missing values
- data perturbation
- high dimensional