Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion.
Zhenguang LiuPeng QianXiang WangLei ZhuQinming HeShouling JiPublished in: CoRR (2021)
Keyphrases
- neural network
- pattern detection
- multi modal fusion
- feature vectors
- pattern matching
- object detection
- detection rate
- structured data
- artificial neural networks
- false positives
- image features
- connected components
- graph theory
- multi sensor
- point distribution
- feature fusion
- graph representation
- graph mining
- detection method
- associative memory
- recurrent neural networks
- graph matching
- human experts
- directed graph
- data fusion
- detection algorithm
- fuzzy logic
- multiple features
- graph patterns
- domain experts
- vector representation
- preprocessing stage
- neural network is trained
- random walk