IDS Evasion on UNSW-NB15 (test)
82.4Detection Rate (DR)QC-GAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| QC-GANIDS=CNN1D2026.05 | 82.4 | 17.6 | 90.4 | |
| QC-GANIDS=RF2026.05 | 82 | 18 | 90.1 | |
| QC-GAN + NoiseIDS=RF2026.05 | 78.1 | 21.9 | 87.7 | |
| Classical GANIDS=RF2026.05 | 77.5 | 22.5 | 87.3 | |
| QC-GAN + NoiseIDS=CNN1D2026.05 | 76.9 | 23.1 | 86.9 | |
| Classical GANIDS=CNN1D2026.05 | 71.2 | 28.8 | 83.2 | |
| Classical GANIDS=XGBoost2026.05 | 64.4 | 35.6 | 78.4 | |
| QC-GAN + NoiseIDS=XGBoost2026.05 | 59.4 | 40.6 | 74.5 | |
| QC-GANIDS=XGBoost2026.05 | 58.9 | 41.1 | 74.1 |