Differential privacy preserving clustering in distributed datasets using Haar wavelet transform.
Mohammad Reza Ebrahimi DishabiMohammad Abdollahi AzgomiPublished in: Intell. Data Anal. (2015)
Keyphrases
- privacy preserving
- haar wavelet transform
- horizontally partitioned data
- horizontally partitioned
- partitioned data
- multi party
- privacy sensitive
- privacy preserving data mining
- privacy preservation
- secure multiparty computation
- privacy preserving classification
- vertically partitioned data
- private information
- data mining tasks
- privacy guarantees
- preserving privacy
- sensitive information
- record linkage
- data perturbation
- privacy protection
- data privacy
- wavelet transform
- distributed environment
- privacy issues
- sensitive data
- discrete wavelet transform
- private data
- privacy preserving association rule mining
- peer to peer
- naive bayesian classification
- data points
- scalar product
- privacy requirements
- feature space
- communication cost
- privacy concerns