Deep learning models for multi-class malware classification using Windows exe API calls.
Kakelli Anil KumarKaustubh KumarNag Lohith ChilukaPublished in: Int. J. Crit. Comput. Based Syst. (2022)
Keyphrases
- multi class
- deep learning
- multi class classification
- support vector machine
- multi class classifier
- multiple classes
- binary classifiers
- binary and multi class
- multi class boosting
- feature selection
- unsupervised learning
- machine learning
- support vector
- error correcting output codes
- malware detection
- pairwise
- object detection
- classification accuracy
- multi class problems
- probabilistic model
- model selection
- feature vectors
- feature space
- api calls
- active learning
- cd rom
- training set
- supervised learning
- decision trees
- information extraction