Differential privacy preserving clustering using Daubechies-2 wavelet transform.
Mohammad Reza Ebrahimi DishabiMohammad Abdollahi AzgomiPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2015)
Keyphrases
- privacy preserving
- wavelet transform
- image compression
- privacy preserving data mining
- multiresolution
- privacy preservation
- vertically partitioned data
- wavelet coefficients
- multiscale
- subband
- private information
- wavelet filters
- preserving privacy
- multi party
- record linkage
- sensitive information
- privacy issues
- feature extraction
- privacy sensitive
- data privacy
- private data
- scalar product
- privacy requirements
- privacy protection
- horizontally partitioned
- privacy preserving association rule mining
- document clustering
- secure multiparty computation
- horizontally partitioned data
- data perturbation
- user privacy
- sensitive data
- privacy concerns
- privacy preserving classification
- privacy guarantees
- partitioned data
- differential privacy
- naive bayesian classification
- data points