Adversarial Attack on MNIST (test)
0.134Median ||δ||pFMN
Evaluation results
| Method | Links | |
|---|---|---|
| FMNHyperparameter Tuning Level=Sample-level, Norm=linf, Target Model=M12021.02 | 0.134 | |
| FABHyperparameter Tuning Level=Sample-level, Norm=linf, Target Model=M12021.02 | 0.138 | |
| BBHyperparameter Tuning Level=Sample-level, Norm=linf, Target Model=M12021.02 | 0.138 | |
| FMNHyperparameter Tuning Level=Sample-level, Norm=linf, Target Model=M12021.02 | 0.201 | |
| BBHyperparameter Tuning Level=Sample-level, Norm=linf, Target Model=M12021.02 | 0.202 | |
| FMNHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 1.41 | |
| BBHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 1.43 | |
| FABHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 1.45 | |
| DDNHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 1.46 | |
| CWHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 1.49 | |
| BBHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 2.27 | |
| FMNHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 2.28 | |
| DDNHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 2.29 | |
| CWHyperparameter Tuning Level=Sample-level, Norm=l2, Target Model=M12021.02 | 2.33 | |
| FMNHyperparameter Tuning Level=Sample-level, Norm=l1, Target Model=M12021.02 | 5.57 | |
| BBHyperparameter Tuning Level=Sample-level, Norm=l1, Target Model=M12021.02 | 6.26 | |
| FABHyperparameter Tuning Level=Sample-level, Norm=l1, Target Model=M12021.02 | 6.6 | |
| BBHyperparameter Tuning Level=Sample-level, Norm=l0, Target Model=M12021.02 | 7 | |
| FMNHyperparameter Tuning Level=Sample-level, Norm=l0, Target Model=M12021.02 | 7 | |
| BBHyperparameter Tuning Level=Sample-level, Norm=l0, Target Model=M12021.02 | 14 | |
| FMNHyperparameter Tuning Level=Sample-level, Norm=l0, Target Model=M12021.02 | 14 |