Decouple-and-Sample: Protecting sensitive information in task agnostic data release.
Abhishek SinghEthan GarzaAyush ChopraPraneeth VepakommaVivek SharmaRamesh RaskarPublished in: CoRR (2022)
Keyphrases
- sensitive information
- original data
- data sets
- data privacy
- sensitive data
- raw data
- third party
- privacy preserving
- privacy preservation
- image data
- data points
- data analysis
- data collection
- database
- medical records
- machine learning
- data quality
- privacy protection
- neural network
- data sources
- high dimensional data
- personal data
- data warehouse
- privacy issues
- data protection