Table 10 Resampling of KDD99
From: Resampling imbalanced data for network intrusion detection datasets
KDD99 | Number of cases for training model | ||||
|---|---|---|---|---|---|
Category | Label | Before resampling | RU | RO | RURO |
Benign | 0 | 680,671 | 28,609 | 680,671 | 28,609 |
Probe | 1 | 28,609 | 28,609 | 28,609 | 28,609 |
DoS | 2 | 2,718,787 | 28,609 | 2,718,787 | 28,609 |
u2r | 3 | 40 | 40 | 28,609 | 28,609 |
r2l | 4 | 794 | 794 | 28,609 | 28,609 |