Privacy Amplification of Iterative Algorithms via Contraction Coefficients.
Shahab AsoodehMario DíazFlávio P. CalmonPublished in: ISIT (2020)
Keyphrases
- iterative algorithms
- privacy preserving
- linear combination
- personal information
- security issues
- private information
- privacy preserving data mining
- privacy aware
- wavelet coefficients
- basis functions
- privacy enhancing
- statistical databases
- private data
- sensitive information
- differential privacy
- dual formulation
- machine learning
- privacy preservation
- privacy protection
- privacy issues
- iterative methods
- security risks
- legal issues
- sensitive data
- data privacy
- belief revision
- low rank approximation
- belief change
- location privacy