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Security and Communication Networks
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2022
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Article
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Tab 6
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Research Article
HGVul: A Code Vulnerability Detection Method Based on Heterogeneous Source-Level Intermediate Representation
Table 6
Performance of different GNN. Performance of different GNN on Big-Vul-VP (%).
GNN
Acc
Recall
F1
FNR
FPR
GCN
91.6
91.7
92.3
92.0
7.7
9.1
GGNN
92.3
92.4
92.8
92.6
7.2
8.4
GAT
93.9
94.4
93.9
94.2
6.1
6.1