Privacy-preserving of SVM over vertically partitioned with imputing missing data.
Mohammed Z. OmerHui GaoNadir MustafaPublished in: Distributed Parallel Databases (2017)
Keyphrases
- vertically partitioned data
- vertically partitioned
- missing data
- privacy preserving
- missing values
- support vector
- support vector machine
- incomplete data
- imputation methods
- privacy preserving data mining
- privacy preservation
- knn
- data privacy
- sensitive information
- private information
- machine learning
- feature selection
- training data
- secure multiparty computation
- privacy concerns
- kernel function
- feature vectors
- sensitive data
- data publishing
- databases
- privacy protection
- differential privacy
- training set
- data mining