Prompt Injection Detection on Camouflage Injection Dataset
18.9ASR (static)Llama 3.1 8B
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Llama 3.1 8BModel=Llama 3.1 8B2026.05 | 18.9 | 11.8 | 93.8 | 9.7 | 84 | 74.1 | 93.3 | 86.7 | 3.415 | 9.887 | 0 | 10.2 | 38.03 | |
| Gemini 2.0 FlashModel=Gemini 2.0 Flash2026.05 | 55.4 | 65.9 | 100 | 55.6 | 44.4 | 28.9 | 53.3 | 40 | 0.761 | 0.629 | 28.2 | 78.7 | 17.05 |