LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types.
Xin-Cheng WenCuiyun GaoFeng LuoHaoyu WangGe LiQing LiaoPublished in: IEEE Trans. Software Eng. (2024)
Keyphrases
- classification scheme
- machine learning
- support vector machine svm
- classification accuracy
- feature extraction
- text classification
- image classification
- classification method
- feature vectors
- classification systems
- support vector
- decision trees
- automatic classification
- machine learning methods
- classification process
- benchmark datasets
- root cause
- source code
- training set
- information systems
- software design
- pattern recognition
- preprocessing
- software developers
- pattern classification
- support vector machine
- classification algorithm
- software systems
- supervised learning
- knn
- software architecture
- gaussian distribution
- decision rules
- classification rate
- svm classifier
- computer systems