Classification on UNSW-NB15
91.08ASRVanilla NN
Evaluation Results
| Method | Links | |
|---|---|---|
| Vanilla NNAttack Methodology=PGD2026.05 | 91.08 | |
| Vanilla NNAttack Methodology=FGSM2026.05 | 87.53 | |
| Vanilla NNAttack Methodology=Transfer2026.05 | 84.66 | |
| Base ADVNNAttack Methodology=FGSM2026.05 | 73 | |
| Base ADVNNAttack Methodology=PGD2026.05 | 71.3 | |
| LARARAttack Methodology=FGSM2026.05 | 68.58 | |
| LARARAttack Methodology=PGD2026.05 | 66.82 | |
| Base ADVNNAttack Methodology=Transfer2026.05 | 61.71 | |
| LARARAttack Methodology=Transfer2026.05 | 57.49 |