Covariance's Loss is Privacy's Gain: Computationally Efficient, Private and Accurate Synthetic Data.
March BoedihardjoThomas StrohmerRoman VershyninPublished in: Found. Comput. Math. (2024)
Keyphrases
- synthetic data
- computationally efficient
- privacy preserving
- private data
- private information
- real world
- data sets
- real image data
- differential privacy
- high quality
- privacy protection
- privacy violations
- computational complexity
- privacy preserving data mining
- privacy concerns
- real life
- sensitive information
- highly accurate
- covariance matrix
- security issues
- data mining
- mri data
- privacy policies
- privacy aware
- location privacy
- user privacy
- fully automatic
- pairwise