Table 18 Results for classification of SQL Injection web attacks and no sampling applied; abbreviations are the same as in Table 8
From: Investigating rarity in web attacks with ensemble learners
Classifier | AUC | SD AUC |
|---|---|---|
NB | 0.889 | 0.00622 |
DT | 0.67703 | 0.04423 |
RF | 0.65634 | 0.04689 |
CB | 0.5651 | 0.04702 |
LR | 0.5 | 0.0 |
XGB | 0.5 | 0.0 |
LGB | 0.49986 | 0.00049 |