Privacy Amplification of Iterative Algorithms via Contraction Coefficients.
Shahab AsoodehMario DíazFlávio P. CalmonPublished in: CoRR (2020)
Keyphrases
- iterative algorithms
- privacy preserving
- personal information
- linear combination
- wavelet coefficients
- privacy aware
- privacy issues
- security issues
- privacy preserving data mining
- privacy enhancing
- legal issues
- private data
- privacy protection
- basis functions
- dual formulation
- privacy preservation
- differential privacy
- private information
- belief revision
- iterative methods
- privacy concerns
- location privacy
- data publishing
- belief change
- data privacy
- security risks
- multiresolution
- access control
- sensitive data
- wavelet transform