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Security and Communication Networks
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Security and Communication Networks
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2022
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Article
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Tab 7
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Research Article
HGVul: A Code Vulnerability Detection Method Based on Heterogeneous Source-Level Intermediate Representation
Table 7
Performance of different GNN. Performance of different GNN on Big-Vul (%).
GNN
Acc
Recall
F1
FNR
FPR
GCN
95.3
65.4
38.4
48.4
61.6
1.2
GGNN
98.2
89
78.4
83.4
21.6
0.6
GAT
98.4
90.2
80.8
85.2
19.2
0.5