Attack Success Rate on PandaGPT Text Modality
99.4Exact ASRasymmetric cross-modal backdoor attack
Evaluation results
| Method | Links | ||
|---|---|---|---|
| asymmetric cross-modal backdoor attackBackdoor Setting=Image-door2026.05 | 99.4 | 99.5 | |
| PGDBackdoor Setting=Image-door2026.05 | 99.2 | 99.4 | |
| UAPBackdoor Setting=Image-door2026.05 | 97 | 97 |