Table 4 Performance evaluation of the proposed vulnerability detector using well-known datasets.
Dataset | Precision | Recall | F1 score |
|---|---|---|---|
FUNDED | 0.95 | 0.92 | 0.91 |
Vul4J | 0.96 | 0.96 | 0.95 |
CVEfixes | 0.98 | 0.95 | 0.93 |
CodeXGLUE | 0.96 | 0.98 | 0.99 |
SARD | 0.98 | 0.97 | 0.95 |
VUDDY | 0.92 | 0.97 | 0.97 |
Juliet java 1.3 | 0.98 | 0.95 | 0.96 |