Research Article
GAXSS: Effective Payload Generation Method to Detect XSS Vulnerabilities Based on Genetic Algorithm
Table 12
Scanners detection performance (27 vul. in total).
| Scanner | XSS found | Accuracy | Recall | False Positive | Manual test |
| Wapiti | 18/27 | 0.955 | 0.667 | 0 | F | w3af | 20/27 | 0.965 | 0.741 | 0 | F | XSSer | 16/27 | 0.946 | 0.593 | 0 | F | XSStrike | 17/27 | 0.950 | 0.630 | 0 | F | XSS-unit | 17/27 | 0.950 | 0.630 | 0 | F | TT-XSS | 10/27 | 0.916 | 0.370 | 0 | F | WVF | 18/27 | 0.955 | 0.667 | 0 | F | GAXSS | 22/27 | 0.975 | 0.815 | 0 | T |
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