Machine Learning for Windows Malware Detection and Classification: Methods, Challenges and Ongoing Research.
Daniel GibertPublished in: CoRR (2024)
Keyphrases
- machine learning
- machine learning methods
- classification method
- benchmark datasets
- machine learning algorithms
- decision trees
- machine learning approaches
- support vector
- pattern recognition
- preprocessing
- supervised learning
- support vector machine
- classification models
- open source
- feature extraction
- supervised machine learning
- malware detection
- image classification
- supervised classification
- classification systems
- multiple classifier systems
- statistical methods
- text classification
- data mining techniques
- knn
- classification accuracy
- image segmentation
- learning algorithm