Prompt Injection Defense on Qwen2-Audio-7B Audio Evaluation Set
43.1UIAinjectAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ATBackbone=Qwen2-Audio-7B, Modality=Audio2025.12 | 43.1 | 45.4 | 0.4 | 0.5 | |
| ARGUSBackbone=Qwen2-Audio-7B, Modality=Audio2025.12 | 43.1 | 49.6 | 0 | 0 | |
| NoiseBackbone=Qwen2-Audio-7B, Modality=Audio2025.12 | 40.4 | 44.7 | 0.5 | 0.9 | |
| System PromptBackbone=Qwen2-Audio-7B, Modality=Audio2025.12 | 30.9 | 49.3 | 6 | 11.6 | |
| Ignore PromptBackbone=Qwen2-Audio-7B, Modality=Audio2025.12 | 28.8 | 49.3 | 6.3 | 11.5 | |
| No DefenseBackbone=Qwen2-Audio-7B, Modality=Audio2025.12 | 28.2 | 49.7 | 6.4 | 12.8 |