Image Classification on CIFAR-10 (DynamicAtt Attack, test)
94.4AccuracyBefore
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Beforedefense=None2022.02 | 94.4 | 92.72 | |
| Neural Cleansedefense=Neural Cleanse2022.02 | 94.4 | 92.72 | |
| PBEclean_data_available=false2022.02 | 93.28 | 0.75 | |
| PBEclean_data_available=true2022.02 | 93.28 | 0.75 | |
| ANPdefense=Adversarial Neuron Pruning2022.02 | 92.86 | 1.09 | |
| NADdefense=Neural Attention Distillation2022.02 | 92.71 | 1.39 | |
| Fine-tuningdefense=Fine-tuning2022.02 | 92.05 | 4.46 | |
| Fine-pruningdefense=Fine-pruning2022.02 | 89.62 | 90.33 |