Recurrent Neural Network Model Based on a New Regularization Technique for Real-Time Intrusion Detection in SDN Environments

Table 3

Comparison to other methods.

Method	Accuracy (%)
DNN [20]	75.75
SVM [23]	69.53
NB trees [23]	82.02
GRU-RNN [21]	89
Our work (KDD Cup 1999)	99.5
Our work (NSL-KDD)	97.39
Our work (UNSW)	99.9