Image Classification on CIFAR-10 all-to-all setting, SIG attack (test)
94.66AccuracyBefore
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Beforedefense=None2022.02 | 94.66 | 84.34 | |
| Neural Cleansedefense=Neural Cleanse2022.02 | 94.66 | 84.34 | |
| PBEclean_data_available=false2022.02 | 93.71 | 1.07 | |
| ANPdefense=Adversarial Neuron Pruning2022.02 | 93.6 | 0.87 | |
| PBEclean_data_available=true2022.02 | 93.52 | 1.01 | |
| NADdefense=Neural Attention Distillation2022.02 | 91.53 | 1.36 | |
| Fine-pruningdefense=Fine-pruning2022.02 | 88.99 | 69.52 | |
| Fine-tuningdefense=Fine-tuning2022.02 | 87.98 | 2.83 |