Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features.
Liang TongBo LiChen HajajChaowei XiaoNing ZhangYevgeniy VorobeychikPublished in: USENIX Security Symposium (2019)
Keyphrases
- feature set
- feature space
- extracted features
- feature vectors
- svm classifier
- countermeasures
- decision trees
- feature extraction
- training data
- classification models
- classification accuracy
- input features
- multiple features
- class labels
- bayesian classifier
- support vector
- classification process
- training examples
- multiple classifiers
- support vector machine classifiers
- machine learning approaches
- classification method
- machine learning
- support vector machine svm
- digital images
- multi class
- image features
- feature selection