Malware Classification Using Static Disassembly and Machine Learning.
Zhenshuo ChenEoin BrophyTomás WardPublished in: AICS (2021)
Keyphrases
- machine learning
- pattern recognition
- machine learning algorithms
- machine learning methods
- support vector machine
- decision trees
- reverse engineering
- supervised machine learning
- text classification
- feature selection
- machine learning approaches
- learning algorithm
- dynamic analysis
- supervised classification
- pattern classification
- classification method
- training set
- image classification
- supervised learning
- support vector
- classification accuracy
- classification scheme
- learning tasks
- artificial intelligence
- explanation based learning
- classification systems
- feature extraction
- automatic classification
- feature space
- inductive learning
- benchmark datasets
- unsupervised learning
- model selection
- knowledge acquisition
- natural language processing
- feature vectors
- classification models
- active learning
- decision rules
- support vector machine svm
- computer vision
- multiple classifier systems
- feature set