LCVD: Loop-oriented code vulnerability detection via graph neural network.
Mingke WangChuanqi TaoHongjing GuoPublished in: J. Syst. Softw. (2023)
Keyphrases
- neural network
- object detection
- artificial neural networks
- automatic detection
- graph model
- detection algorithm
- graph representation
- false alarms
- multi layer
- detection method
- graph theory
- multi layer perceptron
- detection accuracy
- weighted graph
- neural nets
- multilayer perceptron
- graph matching
- neural network model
- neural network is trained
- back propagation
- anomaly detection
- source code
- knn
- fuzzy logic
- training process
- genetic algorithm
- error detection
- graph theoretic
- learning algorithm
- social networks
- network architecture
- detection rate
- random walk
- structured data
- false positives
- event detection
- feed forward