Privacy-Preserving Classification Scheme Based on Support Vector Machine.
Qinyu MaoYange ChenPu DuanBenyu ZhangZhiyong HongBaocang WangPublished in: IEEE Syst. J. (2022)
Keyphrases
- privacy preserving
- classification scheme
- support vector machine
- classification method
- classification schemes
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- support vector machine svm
- multi party
- private information
- training data
- k nearest neighbor
- privacy preserving classification
- scalar product
- classification algorithm
- feature vectors
- data perturbation
- support vector
- record linkage
- sensitive data
- differential privacy
- privacy issues
- kernel methods
- data sets
- kernel function
- data publishing
- user privacy
- partitioned data
- privacy requirements
- privacy protection
- privacy concerns
- database
- knn
- pattern recognition
- machine learning
- databases
- privacy guarantees
- preserving privacy
- clustering algorithm
- neural network
- privacy sensitive
- horizontally partitioned data