Targeted Attack Detection on CIC-IDS IID 2018
97AccuracyPenTiDef
Evaluation results
| Method | Links | |
|---|---|---|
| PenTiDefAttack type=GAN-SL, Adversary rate=10%2026.02 | 97 | |
| PenTiDefAttack type=GAN-SL, Adversary rate=20%2026.02 | 97 | |
| FlareAttack type=GAN-ML, Adversary rate=10%2026.02 | 97 | |
| PenTiDefAttack type=GAN-ML, Adversary rate=40%2026.02 | 97 | |
| PenTiDefAttack type=GAN-Con, Adversary rate=10%2026.02 | 97 | |
| PenTiDefAttack type=GAN-Con, Adversary rate=20%2026.02 | 97 | |
| PenTiDefAttack type=BD, Adversary rate=10%2026.02 | 97 | |
| PenTiDefAttack type=BD, Adversary rate=20%2026.02 | 97 | |
| FlareAttack type=GAN-SL, Adversary rate=10%2026.02 | 96 | |
| FedCCAttack type=GAN-ML, Adversary rate=10%2026.02 | 96 | |
| FedCCAttack type=GAN-ML, Adversary rate=20%2026.02 | 96 | |
| FedCCAttack type=GAN-ML, Adversary rate=40%2026.02 | 96 | |
| PenTiDefAttack type=GAN-ML, Adversary rate=10%2026.02 | 96 | |
| PenTiDefAttack type=GAN-ML, Adversary rate=20%2026.02 | 96 | |
| FedCCAttack type=GAN-Con, Adversary rate=10%2026.02 | 96 | |
| FedCCAttack type=GAN-Con, Adversary rate=20%2026.02 | 96 | |
| FlareAttack type=BD, Adversary rate=10%2026.02 | 96 | |
| FlareAttack type=BD, Adversary rate=20%2026.02 | 96 | |
| FedCCAttack type=BD, Adversary rate=10%2026.02 | 96 | |
| FedCCAttack type=BD, Adversary rate=20%2026.02 | 96 | |
| FedCCAttack type=GAN-SL, Adversary rate=10%2026.02 | 95 | |
| FedCCAttack type=GAN-SL, Adversary rate=20%2026.02 | 95 | |
| FlareAttack type=GAN-ML, Adversary rate=20%2026.02 | 95 | |
| FlareAttack type=GAN-Con, Adversary rate=10%2026.02 | 95 | |
| FlareAttack type=GAN-Con, Adversary rate=20%2026.02 | 95 | |
| PenTiDefAttack type=GAN-Con, Adversary rate=40%2026.02 | 95 | |
| PenTiDefAttack type=GAN-SL, Adversary rate=40%2026.02 | 94 | |
| FlareAttack type=BD, Adversary rate=40%2026.02 | 94 | |
| PenTiDefAttack type=BD, Adversary rate=40%2026.02 | 94 | |
| FlareAttack type=GAN-SL, Adversary rate=20%2026.02 | 93 | |
| FedCCAttack type=GAN-SL, Adversary rate=40%2026.02 | 93 | |
| FlareAttack type=GAN-ML, Adversary rate=40%2026.02 | 93 | |
| FedCCAttack type=GAN-Con, Adversary rate=40%2026.02 | 93 | |
| FedCCAttack type=BD, Adversary rate=40%2026.02 | 92 | |
| FlareAttack type=GAN-SL, Adversary rate=40%2026.02 | 90 | |
| FlareAttack type=GAN-Con, Adversary rate=40%2026.02 | 88 | |
| No-DefAttack type=GAN-Con, Adversary rate=10%2026.02 | 74 | |
| No-DefAttack type=GAN-Con, Adversary rate=20%2026.02 | 74 | |
| No-DefAttack type=GAN-ML, Adversary rate=10%2026.02 | 73 | |
| No-DefAttack type=GAN-ML, Adversary rate=20%2026.02 | 73 | |
| No-DefAttack type=BD, Adversary rate=10%2026.02 | 69 | |
| No-DefAttack type=BD, Adversary rate=20%2026.02 | 69 | |
| No-DefAttack type=GAN-SL, Adversary rate=10%2026.02 | 68 | |
| No-DefAttack type=GAN-SL, Adversary rate=20%2026.02 | 67 | |
| No-DefAttack type=GAN-ML, Adversary rate=40%2026.02 | 63 | |
| No-DefAttack type=BD, Adversary rate=40%2026.02 | 59 | |
| No-DefAttack type=GAN-SL, Adversary rate=40%2026.02 | 57 | |
| No-DefAttack type=GAN-Con, Adversary rate=40%2026.02 | 56 |