A novel few-shot malware classification approach for unknown family recognition with multi-prototype modeling.
Peng WangZhijie TangJunfeng WangPublished in: Comput. Secur. (2021)
Keyphrases
- pattern recognition
- feature extraction
- automatic recognition
- object classification
- pattern recognition tasks
- recognition process
- recognition rate
- pattern classification
- robust detection
- automatic classification
- unsupervised learning
- preprocessing stage
- classification accuracy
- supervised learning
- handwritten digits
- support vector machine svm
- feature vectors
- classification algorithm
- support vector
- high recognition rate
- robust classification
- classification method
- class labels
- image classification
- correct recognition
- special case
- decision trees
- neural network
- recognition of facial expressions
- features extraction
- recognition accuracy
- visual features
- support vector machine
- feature selection