Automatic software vulnerability classification by extracting vulnerability triggers.
Xiaobing SunLili LiLili BoXiaojun WuYing WeiBin LiPublished in: J. Softw. Evol. Process. (2024)
Keyphrases
- software development
- classification accuracy
- classification method
- pattern recognition
- security vulnerabilities
- classification systems
- software systems
- support vector
- support vector machine svm
- model selection
- image classification
- machine learning
- classification scheme
- feature extraction
- pattern classification
- data sets
- statistical classification
- security risks
- decision trees
- risk assessment
- automatic classification
- classification algorithm
- benchmark datasets
- unsupervised learning
- feature vectors
- text classification
- training data
- support vector machine
- software developers
- software maintenance
- case study
- feature space
- features extraction
- user interface