Prompt Injection Detection on OpenPromptInjection
0Naive FPREnc-first
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Enc-firstLLM=Qwen3-8B, Framework=Enc-first2026.02 | 0 | 5 | 0 | 5 | 0 | 4 | 0 | 5 | 0 | 4 | |
| Enc-firstLLM=Mistral-7B, Framework=Enc-first2026.02 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 0 | |
| Avg-firstLLM=Qwen3-8B2026.02 | 3 | 0 | 3 | 0 | 3 | 0 | 3 | 0 | 3 | 0 | |
| Enc-firstLLM=Llama3.1-8B, Framework=Enc-first2026.02 | 6 | 2 | 6 | 2 | 6 | 2 | 6 | 2 | 6 | 1 | |
| Avg-firstLLM=Mistral-7B2026.02 | 9 | 0 | 9 | 0 | 9 | 0 | 9 | 0 | 9 | 0 | |
| Avg-firstLLM=Llama3.1-8B2026.02 | 15 | 0 | 15 | 0 | 15 | 0 | 15 | 0 | 15 | 0 |