Automatic Vulnerability Classification Using Machine Learning.
Marian GawronFeng ChengChristoph MeinelPublished in: CRiSIS (2017)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- support vector machine
- text classification
- machine learning algorithms
- supervised machine learning
- decision trees
- feature vectors
- supervised learning
- feature selection
- supervised classification
- machine learning approaches
- model selection
- statistical classification
- automatic classification
- statistical learning
- computational intelligence
- classification accuracy
- support vector machine svm
- classification process
- class labels
- classification systems
- text mining
- learning algorithm
- pattern classification
- classification scheme
- features extraction
- roc analysis
- machine learning models
- classification method
- classification models
- inductive learning
- semi automatic
- neural network
- artificial intelligence
- computer vision
- knowledge representation
- feature space
- feature extraction