Customized privacy preserving for classification based applications.
Zaobo HeZhipeng CaiYingshu LiPublished in: PAMCO@MobiHoc (2016)
Keyphrases
- privacy preserving
- privacy preserving classification
- support vector machine classification
- privacy preserving data mining
- decision trees
- privacy preservation
- vertically partitioned data
- multi party
- data privacy
- emerging patterns
- private data
- privacy protection
- preprocessing
- naive bayesian classification
- preserving privacy
- horizontally partitioned data
- machine learning
- feature extraction
- data publishing
- scalar product
- feature selection
- record linkage
- data sets
- privacy issues
- private information
- privacy requirements
- sensitive information
- data perturbation
- support vector machine
- privacy preserving association rule mining
- privacy preserving data mining algorithms
- privacy sensitive
- support vector
- sensitive data
- differential privacy