Adversarial Attack on ImageNet Target: Res-101
99.1Attack Success RateVNI-CT-FGSM
Evaluation results
| Method | Links | |
|---|---|---|
| VNI-CT-FGSMSource Model=Res-1012021.03 | 99.1 | |
| MI-CT-FGSMSource Model=Res-1012021.03 | 98.9 | |
| VMI-CT-FGSMSource Model=Res-1012021.03 | 98.6 | |
| NI-CT-FGSMSource Model=Res-1012021.03 | 98.5 | |
| VNI-CT-FGSMSource Model=IncRes-v22021.03 | 88.2 | |
| VNI-CT-FGSMSource Model=Inc-v32021.03 | 85.3 | |
| VNI-CT-FGSMSource Model=Inc-v42021.03 | 85.1 | |
| VMI-CT-FGSMSource Model=IncRes-v22021.03 | 85 | |
| NI-CT-FGSMSource Model=IncRes-v22021.03 | 83.2 | |
| MI-CT-FGSMSource Model=IncRes-v22021.03 | 83 | |
| VMI-CT-FGSMSource Model=Inc-v32021.03 | 82.9 | |
| VMI-CT-FGSMSource Model=Inc-v42021.03 | 81.9 | |
| MI-CT-FGSMSource Model=Inc-v42021.03 | 78.3 | |
| MI-CT-FGSMSource Model=Inc-v32021.03 | 76 | |
| NI-CT-FGSMSource Model=Inc-v42021.03 | 75.9 | |
| NI-CT-FGSMSource Model=Inc-v32021.03 | 74.5 |