Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection.
Zhenguang LiuPeng QianXiaoyang WangYuan ZhuangLin QiuXun WangPublished in: CoRR (2021)
Keyphrases
- expert knowledge
- neural network
- fuzzy logic
- expert systems
- knowledge engineering
- domain knowledge
- knowledge elicitation
- bayesian networks
- domain experts
- prior knowledge
- detection method
- knowledge base
- pattern recognition
- automatic detection
- graph representation
- random walk
- false alarms
- detection rate
- directed graph
- graph mining
- graph partitioning
- false positives
- detection accuracy
- self organizing maps
- structured data
- object detection
- directed acyclic graph
- graph theoretic
- data sets
- weighted graph
- data mining
- neural network model
- fault diagnosis
- real time
- anomaly detection
- knowledge management
- supply chain
- artificial neural networks