Malicious software classification based on relations of system-call groups.
Stavros D. NikolopoulosIosif PolenakisPublished in: Panhellenic Conference on Informatics (2015)
Keyphrases
- machine learning
- feature set
- classification accuracy
- support vector
- classification scheme
- decision trees
- pattern recognition
- software systems
- pattern classification
- feature space
- automatic classification
- support vector machine
- supervised learning
- computer systems
- software components
- classification models
- software tools
- classification method
- support vector machine svm
- text classification
- classification rate
- feature vectors
- preprocessing
- classification systems
- software maintenance
- software design
- neural network
- classification process
- cost sensitive
- development process
- classification rules
- machine learning methods
- decision rules
- machine learning algorithms
- software development
- feature extraction
- web services
- feature selection