Backdoor Detection on Tiny-ImageNet (DER)
59.3Detection Error Rate (DER)ANP
Evaluation results
| Method | Links | |
|---|---|---|
| ANPAttack=Avg. (6 attacks), Poisoning Rate=5%2026.04 | 59.3 | |
| Functional Attribution (CCCC)Attack=Avg. (6 attacks), Detection Setting=Online, Coupling Measure=CCCC, Poisoning Rate=5%2026.04 | 91.4 | |
| Functional Attribution (UMAP K-NN)Attack=Avg. (6 attacks), Detection Setting=Offline, Poisoning Rate=5%2026.04 | 96.5 |