Robustness of classifier to adversarial examples under imbalanced data.
Wenqian ZhaoHan LiLingjuan WuLiangxuan ZhuXuelin ZhangYizhi ZhaoPublished in: ICCCS (2022)
Keyphrases
- imbalanced data
- ensemble classifier
- training examples
- support vector machine
- feature selection
- svm classifier
- class distribution
- classification models
- decision trees
- training data
- minority class
- decision boundary
- ensemble methods
- imbalanced datasets
- support vector
- ensemble learning
- classification algorithm
- linear regression
- data distribution
- training samples
- class imbalance
- sampling methods
- training set
- learning algorithm
- support vector machine svm
- text classification
- feature set
- binary classifiers
- small number