Table 5 Experimental analysis results under different data processing methods
From: RETRACTED ARTICLE: Fusion of transformer and ML-CNN-BiLSTM for network intrusion detection
Model | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
No GAN-cross model | 0.899 | 0.838 | 0.861 | 0.843 |
With GAN-cross model | 0.921 | 0.865 | 0.896 | 0.884 |