Network Anomaly Detection on NSL-KDD
87.56AccuracyAdaptiveNAD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AdaptiveNADLat.(µs)=251.972024.10 | 87.56 | 89.64 | 87.27 | 87.2 | 0.71 | 24.74 | 87.27 | |
| SOMLat.(µs)=37.052024.10 | 86.22 | 88.09 | 86.6 | 86.12 | 24.56 | 2.24 | 86.6 | |
| HSTLat.(µs)=159.482024.10 | 80.84 | 86.02 | 80.2 | 79.87 | 0.66 | 38.95 | 80.2 | |
| KMeansLat.(µs)=2266.702024.10 | 75.36 | 81.72 | 75.89 | 74.21 | 46.22 | 2 | 75.89 | |
| OCSVMLat.(µs)=10979.802024.10 | 50.69 | 25.86 | 49.96 | 33.79 | 28.67 | 71.41 | 49.96 |