Research Article

LA-GRU: Building Combined Intrusion Detection Model Based on Imbalanced Learning and Gated Recurrent Unit Neural Network

Table 2

Size and distribution of samples in new dataset.

No.Training setTesting set
NormalAttacksNormalAttacks

112323285353244645
213864329847953926
310756290156744209
411348298853523874
510466310951683982