Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention.
Cedric Deslandes WhitneyJustin NormanPublished in: CoRR (2024)
Keyphrases
- synthetic data
- data sets
- real world
- input data
- database
- data quality
- data processing
- real image data
- raw data
- sensor data
- data collection
- image data
- small number
- neural network
- high dimensional
- databases
- mri data
- distributed data
- synthetic datasets
- complex data
- data objects
- spatial data
- real life
- prior knowledge
- high dimensional data
- statistical analysis
- computer systems
- knowledge discovery