A few-shot malware classification approach for unknown family recognition using malware feature visualization.
Mauro ContiShubham KhandharVinod P.Published in: Comput. Secur. (2022)
Keyphrases
- feature vectors
- feature set
- reverse engineering
- classification method
- malware detection
- feature extraction
- decision trees
- pattern recognition
- classification scheme
- classification accuracy
- data analysis
- feature space
- malicious code
- support vector machine
- automatic classification
- training samples
- machine learning
- control flow
- special case
- feature analysis
- image classification
- unsupervised learning
- support vector
- self organizing maps
- classification algorithm
- pattern classification
- feature values
- dynamic analysis
- detect malicious
- feature subset
- video data
- support vector machine svm
- source code
- supervised learning
- software engineering
- training set
- preprocessing
- video sequences
- feature selection
- learning algorithm