Backdoor Attack on DriveVLM Base (test)
20ASRBadNets
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BadNetsPoisoning ratio=2.5%2026.04 | 20 | 2.05 | |
| BadNetsPoisoning ratio=5%2026.04 | 25 | 1.05 | |
| BadNetsPoisoning ratio=Average2026.04 | 28.33 | 1.22 | |
| ISSBAPoisoning ratio=2.5%2026.04 | 35 | 0 | |
| BadNetsPoisoning ratio=10%2026.04 | 40 | 0.56 | |
| ISSBAPoisoning ratio=5%2026.04 | 50 | 0.53 | |
| ISSBAPoisoning ratio=Average2026.04 | 53.33 | 0.55 | |
| BlendedPoisoning ratio=2.5%2026.04 | 60 | 1.54 | |
| ISSBAPoisoning ratio=10%2026.04 | 75 | 1.11 | |
| GLAPoisoning ratio=2.5%2026.04 | 75 | 0 | |
| BlendedPoisoning ratio=Average2026.04 | 81.67 | 1.6 | |
| GLAPoisoning ratio=5%2026.04 | 85 | 0 | |
| GLAPoisoning ratio=Average2026.04 | 86.67 | 0.19 | |
| BlendedPoisoning ratio=5%2026.04 | 90 | 1.58 | |
| BlendedPoisoning ratio=10%2026.04 | 95 | 1.67 | |
| GLAPoisoning ratio=10%2026.04 | 100 | 0.56 |