Untargeted Adversarial Attack on CIFAR-100 (test)
100ASRAA linf
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AA linfIteration=100, RunTime (s)=1842022.03 | 100 | 1.91 | 0.03 | 33.86 | 0.61 | |
| C&W l2Iteration=1000, RunTime (s)=7512022.03 | 100 | 0.52 | 0.07 | 11.04 | 0.19 | |
| BIMIteration=10, RunTime (s)=342022.03 | 99.99 | 0.85 | 0.03 | 15.26 | 0.32 | |
| PGDIteration=10, RunTime (s)=312022.03 | 99.99 | 1.29 | 0.03 | 27.74 | 0.42 | |
| MIMIteration=10, RunTime (s)=302022.03 | 99.99 | 1.87 | 0.03 | 26.04 | 0.65 | |
| AdvDropIteration=150, RunTime (s)=3322022.03 | 99.93 | 0.8 | 0.07 | 15.59 | 0.31 | |
| SSAIteration=150, RunTime (s)=1502022.03 | 99.9 | 0.48 | 0.03 | 9.68 | 0.17 | |
| SSAHIteration=150, RunTime (s)=1492022.03 | 99.8 | 0.45 | 0.03 | 9.2 | 0.13 | |
| PerC-ALIteration=1000, RunTime (s)=9192022.03 | 99.61 | 1.41 | 0.21 | 12.83 | 0.37 |