Research Article
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 |
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