Adversarial Attack Detection on NIPS M-Attack in-domain 17
100PrecisionDense
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DenseEnsemble=false2026.05 | 100 | 87 | 93 | |
| SAEgisEnsemble=true2026.05 | 99 | 100 | 99.5 | |
| SAEgisEnsemble=false2026.05 | 98.9 | 95 | 96.9 | |
| DenseEnsemble=true2026.05 | 98.9 | 95 | 96.9 | |
| SAEgisEnsemble=false2026.05 | 98.7 | 79 | 87.7 | |
| DenseEnsemble=true2026.05 | 98 | 100 | 99 | |
| PIPEnsemble=false2026.05 | 97.8 | 90 | 93.7 | |
| PIPEnsemble=false2026.05 | 97.7 | 87 | 92 | |
| DenseEnsemble=false2026.05 | 97.7 | 86 | 91.4 | |
| SAEgisEnsemble=true2026.05 | 94.7 | 91 | 92.8 |