A Data-driven Attack against Support Vectors of SVM.
Shigang LiuJun ZhangYu WangWanlei ZhouYang XiangOlivier Y. de VelPublished in: AsiaCCS (2018)
Keyphrases
- support vectors
- data driven
- support vector
- number of support vectors
- support vector machine
- svm classifier
- kernel function
- training data
- training dataset
- input space
- training samples
- training examples
- hyperplane
- decision functions
- svm training
- ls svm
- decision boundary
- linear svm
- training process
- support vector machine svm
- svm classification
- decision function
- reduced set
- hyper sphere
- kernel methods
- radial basis function
- data mining
- active learning
- feature vectors
- feature space
- feature extraction
- decision trees
- feature selection