Prompt Injection Security Evaluation on Professional Domains Corpus
8Attack Success Rate (DevOps)spotlighting
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| spotlighting2026.06 | 8 | 20.8 | 20 | 17.4 | 28 | 18.9 | |
| PARSE2026.06 | 12 | 12.5 | 16 | 17.4 | 20 | 15.6 | |
| parse_dcvariant=domain_conditional2026.06 | 16 | 33.3 | 20 | 17.4 | 24 | 22.1 | |
| baseline2026.06 | 24 | 33.3 | 24 | 21.7 | 24 | 25.4 | |
| Llama Guard2026.06 | 24 | 25 | 16 | 8.7 | 20 | 18.9 | |
| sandwiching2026.06 | 28 | 20.8 | 20 | 8.7 | 16 | 18.9 | |
| parse_fastvariant=fast2026.06 | 32 | 37.5 | 40 | 34.8 | 20 | 32.8 | |
| paraphrasing2026.06 | 36 | 8.3 | 28 | 30.4 | 20 | 24.6 |