Research Article
A Vulnerability Detection System Based on Fusion of Assembly Code and Source Code
Table 5
Test results for different systems.
| | | Kind | FPR (%) | FNR (%) | A (%) | P (%) | F1 (%) |
| | Flawfinder [36] | ALL | 10.2 | 81.3 | 60.6 | 48.3 | 24.6 | | VulDeePecker [35] | ALL | 9.7 | 17.4 | 85.9 | 91.3 | 86.6 | | BVDetector [15] | ALL | 7.7 | 13.9 | 88.9 | 92.8 | 89.3 | | Early fusion | ALL | 1.1 | 5.0 | 96.8 | 98.9 | 96.8 | | Hybrid fusion | ALL | 1.3 | 4.5 | 96.9 | 98.6 | 97.0 |
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