Research Article
Web Application Firewall Using Machine Learning and Features Engineering
Table 6
Classification accuracy of our proposed model compared with related works.
| | | Our proposed model | Tekerek and Bay [25] | Sharma et al. [26] | Ghafarian [31] |
| | CSIC 2010 | 99.59% | 96.74% | 94.7% | 88.32% | | ECML-PKDD 2007 | Not tested | 94.53% | Not tested | Not tested | | HTTPParams 2015 | 97.61% | Not tested | Not tested | Not tested | | Custom dataset | 98.8% | 98.52% | Not tested | Not tested |
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