On the effectiveness of binary emulation in malware classification.
Vasilis VouvoutsisFran CasinoConstantinos PatsakisPublished in: J. Inf. Secur. Appl. (2022)
Keyphrases
- machine learning methods
- pattern recognition
- classification accuracy
- automatic classification
- classification scheme
- neural network
- classification rules
- classification models
- classification algorithm
- decision rules
- image classification
- classification process
- multi class classification
- binary classifiers
- training set
- preprocessing
- support vector
- feature selection
- machine learning
- classification systems
- malware detection
- data sets
- multi class svm
- pattern classification
- classification method
- support vector machine svm
- text classification
- feature set
- supervised learning
- nearest neighbor
- support vector machine
- feature extraction
- decision trees