Multiclass Malware Classification Using Either Static Opcodes or Dynamic API Calls.
Rajchada ChanajittBernhard PfahringerHeitor Murilo GomesVithya YogarajanPublished in: AI (2022)
Keyphrases
- multi class
- multiclass classification
- support vector machine
- binary classifiers
- multiclass problems
- multi class classification
- multiclass support vector machines
- cost sensitive classification
- multiple classes
- multi class classifier
- cost sensitive
- binary and multi class
- malware detection
- binary classification problems
- binary classification
- error correcting output codes
- feature selection
- multi class boosting
- single class
- kernel fisher
- support vector
- multiclass svm
- pairwise
- classification accuracy
- svm classifier
- machine learning
- multi task
- multi class problems
- supervised learning
- image classification
- feature extraction
- base classifiers
- training set
- third party
- text classification
- support vector machine svm
- static analysis
- class labels