Automation of Vulnerability Classification from its Description using Machine Learning.
Masaki AotaHideaki KaneharaMasaki KuboNoboru MurataBo SunTakeshi TakahashiPublished in: ISCC (2020)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- machine learning algorithms
- supervised machine learning
- text classification
- support vector machine
- supervised learning
- feature selection
- supervised classification
- high level
- statistical learning
- classification accuracy
- machine learning approaches
- classification scheme
- model selection
- data mining
- learning tasks
- classification algorithm
- class labels
- transductive inference
- support vector machine svm
- semi supervised learning
- image classification
- active learning
- feature extraction
- learning algorithm
- benchmark datasets
- learning systems
- training samples
- classification method
- transfer learning
- kernel methods
- unsupervised learning
- information extraction
- feature vectors