An automatic algorithm for software vulnerability classification based on CNN and GRU.
Qian WangYazhou LiYan WangJiadong RenPublished in: Multim. Tools Appl. (2022)
Keyphrases
- classification algorithm
- preprocessing
- detection algorithm
- objective function
- computational complexity
- search space
- classification scheme
- optimization algorithm
- dynamic programming
- learning algorithm
- classification rate
- classification method
- particle swarm optimization
- computational cost
- significant improvement
- neural network
- recognition algorithm
- decision trees
- support vector machine svm
- cost function
- high accuracy
- classification accuracy
- text classification
- software development
- segmentation algorithm
- optimal solution
- software systems
- similarity measure
- matching algorithm
- supervised learning
- benchmark data sets
- software engineering
- roc curve
- feature selection