Certified Distributional Robustness on Smoothed Classifiers.
Jungang YangLiyao XiangPengzhi ChuXinbing WangChenghu ZhouPublished in: IEEE Trans. Dependable Secur. Comput. (2024)
Keyphrases
- support vector
- decision trees
- training data
- feature selection
- test set
- naive bayes
- ensemble learning
- machine learning algorithms
- co occurrence
- linear classifiers
- multiple classifiers
- majority voting
- classification systems
- supervised classification
- roc curve
- machine learning
- classification models
- machine learning approaches
- training examples
- machine learning methods
- decision boundary
- ensemble classifier
- classifier systems
- svm classifier
- classifier combination
- knn
- high robustness
- majority vote