Randomizing SVM Against Adversarial Attacks Under Uncertainty.
Yan ChenWei WangXiangliang ZhangPublished in: PAKDD (3) (2018)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- knn
- multi class
- svm classifier
- countermeasures
- generalization ability
- multi class svm
- denial of service attacks
- feature selection
- stability margin
- malicious attacks
- kernel function
- machine learning
- uncertain data
- smart card
- cost sensitive
- classification method
- classification algorithm
- multiple kernel learning
- text classifiers
- svm classification
- training set
- multi agent