Malware Classification Using Static Disassembly and Machine Learning.
Zhenshuo ChenEoin BrophyTomás WardPublished in: CoRR (2022)
Keyphrases
- machine learning
- pattern recognition
- machine learning algorithms
- machine learning methods
- support vector machine
- text classification
- decision trees
- classification accuracy
- automatic classification
- feature selection
- supervised learning
- supervised classification
- supervised machine learning
- classification scheme
- dynamic analysis
- learning algorithm
- machine learning approaches
- reverse engineering
- pattern classification
- feature construction
- model selection
- classification process
- support vector machine svm
- computer vision
- classification systems
- decision rules
- knowledge discovery
- feature extraction
- data mining
- predictive modeling
- roc analysis
- malware detection
- roc curve
- classification models
- unsupervised learning
- knowledge acquisition
- image classification
- text mining
- knowledge representation
- reinforcement learning
- artificial intelligence