An Evaluation of Image-Based Malware Classification Using Machine Learning.
Tran The SonChando LeeHoa Le MinhNauman AslamMoshin RazaNguyen Quoc LongPublished in: ICCCI (CCIS Volume) (2020)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- text classification
- decision trees
- support vector machine
- model selection
- supervised machine learning
- automatic classification
- machine learning approaches
- machine learning algorithms
- image classification
- classification accuracy
- feature extraction
- supervised learning
- pattern classification
- feature selection
- support vector machine svm
- computer vision
- feature space
- decision rules
- multi class
- feature vectors
- learning tasks
- support vector
- svm classifier
- supervised classification
- feature construction
- classification process
- learning systems
- predictive modeling
- learning algorithm
- roc analysis
- statistical learning
- classification models
- classification rules
- benchmark datasets
- data mining
- natural language processing
- knowledge representation
- reinforcement learning