A new privacy-preserving proximal support vector machine for classification of vertically partitioned data.
Li SunWeisong MuBiao QiZhijian ZhouPublished in: Int. J. Mach. Learn. Cybern. (2015)
Keyphrases
- privacy preserving
- vertically partitioned data
- support vector machine
- privacy preserving classification
- privacy preservation
- privacy preserving data mining
- scalar product
- privacy preserving association rule mining
- data privacy
- support vector machine classification
- private information
- multi party
- sensitive information
- feature vectors
- privacy protection
- feature space
- privacy concerns
- support vector
- training set
- feature selection
- privacy sensitive
- feature extraction
- machine learning
- horizontally partitioned data
- secure multiparty computation
- dimension reduction
- preprocessing