Table 13 Results for classification of XSS 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 | 0.74257 | 0.04591 |
DT | 0.73696 | 0.03051 |
RF | 0.73478 | 0.03907 |
CB | 0.73087 | 0.02937 |
XGB | 0.71674 | 0.03711 |
LGB | 0.51823 | 0.03288 |
LR | 0.5 | 0.0 |