Runtime-behavior based malware classification using online machine learning.
Abdurrahman PektasTankut AcarmanYliès FalconeJean-Claude FernandezPublished in: WorldCIS (2015)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- decision trees
- supervised machine learning
- machine learning algorithms
- classification accuracy
- text classification
- feature selection
- supervised learning
- support vector machine
- support vector
- automatic classification
- computer vision
- machine learning approaches
- natural language processing
- learning algorithm
- benchmark datasets
- classification systems
- pattern classification
- model selection
- online learning
- feature extraction
- data sets
- class labels
- feature construction
- classification models
- statistical learning
- machine learning models
- artificial intelligence
- multiple classifier systems
- training set
- supervised classification
- knowledge representation
- support vector machine svm
- inductive learning
- image classification
- learning problems
- unsupervised learning