Evaluating Feature Robustness for Windows Malware Family Classification.
Adam DubyTeryl TaylorGedare BloomYanyan ZhuangPublished in: ICCCN (2022)
Keyphrases
- feature vectors
- pattern recognition
- support vector machine
- feature analysis
- support vector
- classification method
- special case
- classification accuracy
- image classification
- classification algorithm
- feature weights
- feature set
- classification process
- image features
- pattern classification
- automatic classification
- classification systems
- preprocessing
- classification scheme
- feature extraction
- discriminating power
- decision rules
- benchmark datasets
- support vector machine svm
- text classification
- svm classifier
- classification models
- unsupervised learning
- recognition rate
- supervised learning
- irrelevant features
- feature space
- decision trees