Intrusion Detection on CIC-IDS 2018
98AccuracyPenTiDef
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PenTiDefAttack Type=Un-Med, Percentage of Adversaries=10%2026.02 | 98 | — | |
| PenTiDefAttack Type=Un-Med, Percentage of Adversaries=20%2026.02 | 98 | — | |
| PenTiDefAttack Type=LF, Percentage of Adversaries=10%2026.02 | 97 | — | |
| FedCCAttack Type=Un-Krum, Percentage of Adversaries=10%2026.02 | 97 | — | |
| FlareAttack Type=WS, Percentage of Adversaries=20%2026.02 | 97 | — | |
| PenTiDefAttack Type=Un-Krum, Percentage of Adversaries=20%2026.02 | 97 | — | |
| PenTiDefAttack Type=Un-Med, Percentage of Adversaries=40%2026.02 | 97 | — | |
| FlareAttack Type=LF, Percentage of Adversaries=10%2026.02 | 96 | — | |
| FedCCAttack Type=LF, Percentage of Adversaries=10%2026.02 | 96 | — | |
| PenTiDefAttack Type=WS, Percentage of Adversaries=10%2026.02 | 96 | — | |
| PenTiDefAttack Type=Un-Krum, Percentage of Adversaries=10%2026.02 | 96 | — | |
| FlareAttack Type=Un-Med, Percentage of Adversaries=10%2026.02 | 96 | — | |
| FedCCAttack Type=Un-Med, Percentage of Adversaries=10%2026.02 | 96 | — | |
| PenTiDefAttack Type=LF, Percentage of Adversaries=20%2026.02 | 96 | — | |
| PenTiDefAttack Type=WS, Percentage of Adversaries=20%2026.02 | 96 | — | |
| FedCCAttack Type=Un-Krum, Percentage of Adversaries=20%2026.02 | 96 | — | |
| PenTiDefAttack Type=LF, Percentage of Adversaries=40%2026.02 | 96 | — | |
| FedCCAttack Type=WS, Percentage of Adversaries=40%2026.02 | 96 | — | |
| PenTiDefAttack Type=WS, Percentage of Adversaries=40%2026.02 | 96 | — | |
| FlareAttack Type=Un-Krum, Percentage of Adversaries=40%2026.02 | 96 | — | |
| FlareAttack Type=WS, Percentage of Adversaries=10%2026.02 | 95 | — | |
| FedCCAttack Type=WS, Percentage of Adversaries=10%2026.02 | 95 | — | |
| FlareAttack Type=Un-Krum, Percentage of Adversaries=10%2026.02 | 95 | — | |
| FedCCAttack Type=LF, Percentage of Adversaries=20%2026.02 | 95 | — | |
| FedCCAttack Type=WS, Percentage of Adversaries=20%2026.02 | 95 | — | |
| FlareAttack Type=Un-Krum, Percentage of Adversaries=20%2026.02 | 95 | — | |
| FlareAttack Type=Un-Med, Percentage of Adversaries=20%2026.02 | 95 | — | |
| FedCCAttack Type=LF, Percentage of Adversaries=40%2026.02 | 95 | — | |
| FlareAttack Type=LF, Percentage of Adversaries=20%2026.02 | 93 | — | |
| FedCCAttack Type=Un-Med, Percentage of Adversaries=20%2026.02 | 93 | — | |
| PenTiDefAttack Type=Un-Krum, Percentage of Adversaries=40%2026.02 | 93 | — | |
| FlareAttack Type=LF, Percentage of Adversaries=40%2026.02 | 92 | — | |
| FlareAttack Type=WS, Percentage of Adversaries=40%2026.02 | 92 | — | |
| FedCCAttack Type=Un-Med, Percentage of Adversaries=40%2026.02 | 92 | — | |
| FlareAttack Type=Un-Med, Percentage of Adversaries=40%2026.02 | 91 | — | |
| FedCCAttack Type=Un-Krum, Percentage of Adversaries=40%2026.02 | 88 | — | |
| No-DefAttack Type=LF, Percentage of Adversaries=10%2026.02 | 77 | — | |
| No-DefAttack Type=WS, Percentage of Adversaries=10%2026.02 | 76 | — | |
| No-DefAttack Type=WS, Percentage of Adversaries=20%2026.02 | 76 | — | |
| No-DefAttack Type=LF, Percentage of Adversaries=20%2026.02 | 75 | — | |
| No-DefAttack Type=Un-Krum, Percentage of Adversaries=10%2026.02 | 73 | — | |
| No-DefAttack Type=Un-Med, Percentage of Adversaries=10%2026.02 | 73 | — | |
| No-DefAttack Type=Un-Krum, Percentage of Adversaries=20%2026.02 | 72 | — | |
| No-DefAttack Type=LF, Percentage of Adversaries=40%2026.02 | 71 | — | |
| No-DefAttack Type=WS, Percentage of Adversaries=40%2026.02 | 68 | — | |
| No-DefAttack Type=Un-Med, Percentage of Adversaries=40%2026.02 | 67 | — | |
| No-DefAttack Type=Un-Med, Percentage of Adversaries=20%2026.02 | 65 | — | |
| No-DefAttack Type=Un-Krum, Percentage of Adversaries=40%2026.02 | 64 | — | |
| Li et al.Rounds/Epochs=3-7 rounds2026.06 | — | 93 | |
| Li et al.Rounds/Epochs=3–7 rounds2026.06 | — | 93 |