Backdoor Detection on CIFAR-10 standard (test)
99.1BadNets ScoreMahalanobis gate
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Mahalanobis gatecalibration=matched clean-side calibration2026.06 | 99.1 | 100 | 93.2 | 100 | 98.1 | 92.6 | |
| SCALE-UPcalibration=matched clean-side calibration2026.06 | 83 | 85.9 | 87.6 | 79.6 | 84 | 0 | |
| STRIPcalibration=matched clean-side calibration2026.06 | 54.6 | 84 | 32.5 | 42.3 | 53.4 | 21.4 |