Identify Vulnerability Types: A Cross-Project Multiclass Vulnerability Classification System Based on Deep Domain Adaptation.
Gewangzi DuLiwei ChenTongshuai WuChenguang ZhuGang ShiPublished in: ICONIP (6) (2023)
Keyphrases
- multi class
- domain adaptation
- multiclass classification
- support vector machine
- binary classifiers
- cost sensitive classification
- multi class classification
- multiclass support vector machines
- multiple classes
- cost sensitive
- multiclass problems
- feature selection
- error correcting output codes
- binary classification problems
- document classification
- labeled data
- cross domain
- image classification
- classification algorithm
- co training
- feature representation
- multiple sources
- feature space
- classification accuracy
- semi supervised learning
- transfer learning
- decision trees
- feature extraction
- reinforcement learning
- support vector
- text classification
- binary classification
- k nearest neighbor
- knowledge transfer
- machine learning algorithms
- cross validation
- unlabeled data
- supervised learning
- feature vectors
- multi task
- learning problems
- training data
- test data
- machine learning
- learning algorithm