Attack Detection Robustness on CICIDS 17
86.99Attack F1RES-DARE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RES-DAREStrength=0.052026.07 | 86.99 | 0.5 | |
| RES-DAREStrength=0.102026.07 | 79.2 | 0.91 | |
| MLPStrength=0.052026.07 | 50.19 | 49.89 | |
| MLPStrength=0.102026.07 | 50.15 | 49.96 | |
| LogRegStrength=0.052026.07 | 50.07 | 49.96 | |
| LogRegStrength=0.102026.07 | 50.03 | 50.01 | |
| XGBoostStrength=0.052026.07 | 35.49 | 33.91 | |
| XGBoostStrength=0.102026.07 | 34.1 | 34.34 | |
| Random ForestStrength=0.052026.07 | 25.07 | 0.01 | |
| Random ForestStrength=0.102026.07 | 21.55 | 0.03 |