Untargeted Attack Detection on CIC-IDS non-IID 2018
95AccuracyPenTiDef
Evaluation results
| Method | Links | |
|---|---|---|
| PenTiDefAttack=LF, Adversary Rate=10%2026.02 | 95 | |
| PenTiDefAttack=Un-Med, Adversary Rate=40%2026.02 | 95 | |
| PenTiDefAttack=LF, Adversary Rate=20%2026.02 | 94 | |
| PenTiDefAttack=WS, Adversary Rate=10%2026.02 | 94 | |
| PenTiDefAttack=Un-Krum, Adversary Rate=10%2026.02 | 94 | |
| PenTiDefAttack=Un-Med, Adversary Rate=10%2026.02 | 94 | |
| FedCCAttack=LF, Adversary Rate=10%2026.02 | 93 | |
| FedCCAttack=LF, Adversary Rate=20%2026.02 | 93 | |
| PenTiDefAttack=LF, Adversary Rate=40%2026.02 | 93 | |
| FlareAttack=WS, Adversary Rate=10%2026.02 | 93 | |
| FedCCAttack=WS, Adversary Rate=10%2026.02 | 93 | |
| FlareAttack=WS, Adversary Rate=20%2026.02 | 93 | |
| PenTiDefAttack=WS, Adversary Rate=40%2026.02 | 93 | |
| FedCCAttack=Un-Krum, Adversary Rate=10%2026.02 | 93 | |
| PenTiDefAttack=Un-Krum, Adversary Rate=20%2026.02 | 93 | |
| PenTiDefAttack=Un-Med, Adversary Rate=20%2026.02 | 93 | |
| FlareAttack=LF, Adversary Rate=10%2026.02 | 92 | |
| FedCCAttack=LF, Adversary Rate=40%2026.02 | 92 | |
| PenTiDefAttack=WS, Adversary Rate=20%2026.02 | 92 | |
| FedCCAttack=WS, Adversary Rate=40%2026.02 | 92 | |
| FlareAttack=Un-Krum, Adversary Rate=20%2026.02 | 92 | |
| FedCCAttack=Un-Krum, Adversary Rate=20%2026.02 | 92 | |
| FlareAttack=Un-Krum, Adversary Rate=40%2026.02 | 92 | |
| FlareAttack=Un-Med, Adversary Rate=20%2026.02 | 92 | |
| FedCCAttack=Un-Med, Adversary Rate=20%2026.02 | 92 | |
| FlareAttack=LF, Adversary Rate=20%2026.02 | 91 | |
| FedCCAttack=WS, Adversary Rate=20%2026.02 | 91 | |
| FlareAttack=Un-Med, Adversary Rate=10%2026.02 | 91 | |
| FedCCAttack=Un-Med, Adversary Rate=10%2026.02 | 91 | |
| FlareAttack=LF, Adversary Rate=40%2026.02 | 90 | |
| FlareAttack=WS, Adversary Rate=40%2026.02 | 90 | |
| FlareAttack=Un-Krum, Adversary Rate=10%2026.02 | 90 | |
| PenTiDefAttack=Un-Krum, Adversary Rate=40%2026.02 | 89 | |
| FedCCAttack=Un-Med, Adversary Rate=40%2026.02 | 88 | |
| FlareAttack=Un-Med, Adversary Rate=40%2026.02 | 87 | |
| FedCCAttack=Un-Krum, Adversary Rate=40%2026.02 | 84 | |
| No-DefAttack=WS, Adversary Rate=20%2026.02 | 47 | |
| No-DefAttack=LF, Adversary Rate=20%2026.02 | 46 | |
| No-DefAttack=Un-Krum, Adversary Rate=20%2026.02 | 44 | |
| No-DefAttack=Un-Med, Adversary Rate=20%2026.02 | 44 | |
| No-DefAttack=Un-Med, Adversary Rate=10%2026.02 | 43 | |
| No-DefAttack=WS, Adversary Rate=10%2026.02 | 42 | |
| No-DefAttack=LF, Adversary Rate=40%2026.02 | 41 | |
| No-DefAttack=WS, Adversary Rate=40%2026.02 | 41 | |
| No-DefAttack=Un-Krum, Adversary Rate=10%2026.02 | 40 | |
| No-DefAttack=Un-Krum, Adversary Rate=40%2026.02 | 40 | |
| No-DefAttack=Un-Med, Adversary Rate=40%2026.02 | 40 | |
| No-DefAttack=LF, Adversary Rate=10%2026.02 | 36 |