攻击方法 | Inc-v3* | Inc-v4* | IncRes-v2* | Res-101* | Adv-Inc-v3 | IncRes-v2-ens | 平均值 |
I-FGSM | 99.9 | 98.6 | 93.7 | 95.9 | 18.2 | 9.1 | 69.2 |
AF-R-I-FGSM | 99.8 | 98.6 | 95.9 | 96.5 | 31.4 | 22.3 | 74.1 |
MI-FGSM | 99.8 | 99.1 | 93.3 | 95.9 | 31.9 | 18.9 | 73.2 |
AF-R-MI-FGSM | 99.2 | 97.9 | 93.5 | 94.3 | 52.2 | 42.7 | 79.9 |