Adversarial Attack on ImageNet (Specific Attack Metrics)
25.11Fast-ATMFAA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MFAASGM=true2024.10 | 25.11 | 14.44 | 5.54 | 68.01 | 36.95 | 75.95 | |
| SMI-FRSMSGM=true2024.10 | 24.4 | 10.98 | 5.59 | 64.84 | 54.39 | 68.28 | |
| SIASGM=true2024.10 | 23.68 | 15.32 | 5.18 | 65.8 | 40.62 | 70.41 | |
| RFASGM=true2024.10 | 23.51 | 13.13 | 4.98 | 64.89 | 40.42 | 64.74 | |
| SMI-FRSMSGM=false2024.10 | 22.98 | 8.77 | 4.91 | 64.19 | 49.71 | 63.91 | |
| MFAASGM=false2024.10 | 22.46 | 10.23 | 4.74 | 67.42 | 31.54 | 71.96 | |
| PGDSGM=true2024.10 | 22.4 | 10.98 | 4.51 | 64.27 | 29.53 | 61.61 | |
| SIASGM=false2024.10 | 22.26 | 12.27 | 4.52 | 65.03 | 32.09 | 67.04 | |
| RFASGM=false2024.10 | 21.7 | 9.4 | 4.37 | 59.6 | 23.48 | 64.12 | |
| PGDSGM=false2024.10 | 21.25 | 8.77 | 4.03 | 63.15 | 11.78 | 57.38 |