Binary Classification on NSL-KDD (test)
83.3Accuracy (Binary)VAE-GAN
Evaluation results
| Method | Links | |
|---|---|---|
| VAE-GANTraining Time (hours)=3.92026.03 | 83.3 | |
| SA-JS-WGAN-GPTraining Time (hours)=64.42026.03 | 83.1 | |
| JS-WGAN-GPTraining Time (hours)=14.72026.03 | 82.3 | |
| IGAN-IDSTraining Time (hours)=2.32026.03 | 81.5 | |
| WGAN-GPTraining Time (hours)=6.32026.03 | 81.4 | |
| SA-WGAN-GPTraining Time (hours)=25.82026.03 | 80.9 | |
| GANS-ECNNTraining Time (hours)=152026.03 | 80.8 | |
| Mts-dvGANTraining Time (hours)=52026.03 | 80.1 | |
| SAWGANTraining Time (hours)=91.42026.03 | 80 | |
| Multi-Critics WGAN-GPTraining Time (hours)=100.72026.03 | 79.4 | |
| AI-based NIDSTraining Time (hours)=2.82026.03 | 79.2 | |
| SYN-GANTraining Time (hours)=5.42026.03 | 79.1 |