Adversarial Attack Detection on MNIST L2PGD attack
54.42Adversarial CoverageEDL++
Evaluation results
| Method | Links | |
|---|---|---|
| EDL++Inference Method=MC2025.06 | 54.42 | |
| MC-Dropout2025.06 | 27.79 | |
| Standard Network2025.06 | 25.84 | |
| ABNN2025.06 | 24.35 | |
| C-EDLInference Method=MC2025.06 | 23.39 | |
| EMM2025.06 | 22.18 | |
| EDL-Head2025.06 | 19.86 | |
| C-EDLInference Method=Meta2025.06 | 17.68 | |
| EDL++Inference Method=Meta2025.06 | 17.62 |