MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware.
Maksim Ekin ErenManish BhattaraiKim Ø. RasmussenBoian S. AlexandrovCharles NicholasPublished in: ISI (2023)
Keyphrases
- reverse engineering
- malware detection
- detect malicious
- malicious code
- pattern recognition
- pattern classification
- classification accuracy
- classification systems
- control flow
- support vector machine svm
- classification method
- achieve high classification accuracy
- classification rate
- classification models
- classification algorithm
- class labels
- benchmark datasets
- unsupervised learning
- image classification
- object oriented
- machine learning methods
- data sets
- automatic classification
- classification scheme
- text classification
- machine learning
- neural network