Research Article
Deep Neural Embedding for Software Vulnerability Discovery: Comparison and Optimization
Table 8
Test precision of various sequence lengths against Flawfinder on the same classification tasks.
| | Precision calculated when top-k% functions were retrieved | | | 1 (%) | 5 (%) | 10% | 15 (%) |
| | Different sequence lengths | Block size = 128 | 26 | 7 | 6 | 5 | | Block size = 256 | 70 | 22 | 12 | 8 | | Block size = 384 | 56 | 18 | 10 | 9 | | Block size = 512 | 63 | 20 | 12 | 8 | | Flawfinder | 3 | 3 | 7 | 7 |
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