Overview to Vulnerability Detection Via Multiple Graph Based Code Representation
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History
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LineVD: Statement-level Vulnerability Detection using Graph Neural Networks
VDBWGDL: Vulnerability Detection Based On Weight Graph And Deep Learning
VCodeDet: a Graph Neural Network for Source Code Vulnerability Detection
Unlocking Graph-based Security and Analysis
GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics
Tensor Representation of Code for Vulnerability Detection
VJavaDet: a Graph Neural Network for Java Source Code Vulnerability Detection
GraphSPD: Graph-based Security Patch Detection with Enriched Code Semantics
Path-Sensitive Control Flow Graph Enhancement for Automated Vulnerability Detection
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Last Updated: August 14, 2026
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