Table 7 Detection result of the model
From: Web intrusion detection system combined with feature analysis and SVM optimization
Inde Group | Number of access | Number of attacks | Normal number | Detection rate | False alarm rate |
|---|---|---|---|---|---|
1 | 2128 | 864 | 1264 | 0.982 | 0.014 |
2 | 2136 | 868 | 1268 | 0.952 | 0.036 |
3 | 2120 | 850 | 1270 | 0.985 | 0.020 |
4 | 2172 | 904 | 1268 | 0.938 | 0.034 |
5 | 2116 | 860 | 1256 | 0.988 | 0.012 |
average | 2134 | 869 | 1265 | 0.958 | 0.0232 |