Defending Malware Classification Networks Against Adversarial Perturbations with Non-Negative Weight Restrictions.
Alex KouzemtchenkoPublished in: CoRR (2018)
Keyphrases
- machine learning
- supervised learning
- classification systems
- support vector
- pattern recognition
- feature selection
- decision trees
- feature extraction
- classification method
- classification accuracy
- text classification
- machine learning methods
- pattern classification
- support vector machine svm
- automatic classification
- support vector machine
- cost sensitive
- positive and negative
- complex networks
- classification scheme
- feature weights
- machine learning algorithms
- feature space
- multi agent
- classification rules
- decision rules
- benchmark datasets
- training samples
- classification models
- reverse engineering
- image classification
- data sets