MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware.
Maksim Ekin ErenManish BhattaraiKim Ø. RasmussenBoian S. AlexandrovCharles NicholasPublished in: CoRR (2023)
Keyphrases
- malware detection
- reverse engineering
- detect malicious
- control flow
- image classification
- malicious code
- dynamic analysis
- pattern recognition
- feature selection
- static analysis
- text classification
- machine learning
- classification accuracy
- pattern classification
- classification systems
- automatic classification
- classification algorithm
- class labels
- training samples
- process model
- classification method
- classification rules
- supervised learning
- unsupervised learning
- support vector
- bayesian networks
- feature extraction
- case study
- decision trees
- support vector machine