Privacy-preserving data release leveraging optimal transport and particle gradient descent.
Konstantin DonhauserJavier AbadNeha HulkundFanny YangPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- data sets
- privacy sensitive
- private data
- data privacy
- private information
- sensitive information
- data transformation
- data collection
- horizontally partitioned data
- database
- preserving privacy
- data distribution
- data analysis
- raw data
- data quality
- personal data
- differential privacy
- knowledge discovery
- data sources
- vertically partitioned data
- data streams
- original data
- data mining methods
- sensitive data
- sparse data
- data warehouse
- data points