An Uncertainty Principle is a Price of Privacy-Preserving Microdata.
John M. AbowdRobert AshmeadRyan Cumings-MenonSimson L. GarfinkelDaniel KiferPhilip LeclercWilliam SextonAshley SimpsonChristine TaskPavel ZhuravlevPublished in: NeurIPS (2021)
Keyphrases
- privacy preserving
- privacy preservation
- data privacy
- privacy preserving data mining
- vertically partitioned data
- multi party
- privacy concerns
- horizontally partitioned data
- sensitive data
- privacy sensitive
- private information
- secure multiparty computation
- preserving privacy
- record linkage
- privacy protection
- horizontally partitioned
- scalar product
- privacy preserving data publishing
- partitioned data
- private data
- privacy requirements
- sensitive information
- uncertain data
- data perturbation
- data publishing
- privacy issues
- differential privacy
- naive bayesian classification
- privacy preserving association rule mining