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Combining Graph Neural Networks With Expert Knowledge for Smart Contract Vulnerability Detection
Automated Software Vulnerability Detection with Deep Learning for Natural Language Processing
Combining Graph Neural Networks With Expert Knowledge for Smart Contract Vulnerability Detection
MVD: Memory-Related Vulnerability Detection Based on Flow-Sensitive Graph Neural Networks
DeepTective: Detection of PHP Vulnerabilities Using HybridGraph Neural Networks (ACM SAC 21)
Path-Sensitive Control Flow Graph Enhancement for Automated Vulnerability Detection
GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics
Graph Neural Networks Explained: A Clear Guide to GNN Basics & Models
Deep Learning Based Vulnerability Detection : Are We There Yet
NODES 2023 - neoDAVE: Graph Based Dependencies and Vulnerability Management
Tensor Representation of Code for Vulnerability Detection
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Last Updated: August 23, 2026
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