Table 2. Distribution of benign and malicious HTTP requests extracted from burp suite log files for model training.
| Vulnerabilities | Abnormal requests | Normal request |
|---|---|---|
| XSS | 29,000 | 20,000 |
| SQL | 20,000 | 20,000 |
| OSC | 21,000 | 20,000 |
| LFI | 41,000 | 20,000 |
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