Combining Graph Neural Networks With Expert Knowledge for Smart Contract Vulnerability Detection.
Zhenguang LiuPeng QianXiaoyang WangYuan ZhuangLin QiuXun WangPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- expert knowledge
- neural network
- fuzzy logic
- expert systems
- knowledge engineering
- domain knowledge
- prior knowledge
- domain experts
- detection method
- pattern recognition
- bayesian networks
- knowledge elicitation
- object detection
- detection accuracy
- knowledge base
- detection algorithm
- automatic detection
- false positives
- graph structure
- bipartite graph
- self organizing maps
- random walk
- graph representation
- decision making
- data sets
- back propagation
- connected components
- machine learning
- graph theory
- false alarms
- graph mining
- graph model
- selecting a small number
- explanation based learning
- risk assessment
- learned knowledge
- directed acyclic graph
- data mining
- graph matching
- domain specific
- control system
- artificial neural networks
- reinforcement learning