Privacy-Preserving Nonlinear SVM Classifier Training Based on Blockchain.
Nan JiaShaojing FuMing XuPublished in: SocialSec (2020)
Keyphrases
- privacy preserving
- svm classifier
- training set
- support vector machine
- support vector machine svm
- support vector
- image classification
- vertically partitioned data
- privacy preserving data mining
- feature vectors
- privacy preservation
- kernel function
- multi party
- data privacy
- scalar product
- privacy protection
- secure multiparty computation
- privacy preserving association rule mining
- sensitive information
- private data
- horizontally partitioned data
- preserving privacy
- privacy sensitive
- svm classification
- differential privacy
- data sets
- semi supervised
- private information
- privacy requirements
- training data
- sensitive data
- privacy concerns
- data perturbation
- classification accuracy
- pattern recognition
- horizontally partitioned
- naive bayesian classification
- machine learning
- neural network
- database