Table 2 Individual attacks used in this experiment from CSE-CIC-IDS2018
From: Investigating rarity in web attacks with ensemble learners
Attack type | PCC | Normal instances | Imbalance ratio | Imbalance classification |
|---|---|---|---|---|
Brute Force Web | 611 | 13,390,234 | 21,915:1 | Severely imbalanced |
XSS Web | 230 | 13,390,234 | 58,218:1 | Rarity |
Sql Injection Web | 87 | 13,390,234 | 153,911:1 | Rarity |