Prompt Injection Detection on Summ
100Detection Rate (TPR/FPR)DataSentinel
Evaluation Results
| Method | Links | |
|---|---|---|
| DataSentinelAttack=CoA2026.05 | 100 | |
| PromptGuardAttack=CoA2026.05 | 100 | |
| SHuShDetector=Adaptive DataSentinel, Attack=UCC2026.05 | 87.7 | |
| Adaptive DataSentinelAttack=Cover2026.05 | 22.9 | |
| SHuShDetector=DataSentinel, Attack=UCC2026.05 | 12.2 | |
| PromptGuardAttack=Cover2026.05 | 1.1 | |
| DataSentinelAttack=Cover2026.05 | 0.2 | |
| SHuShDetector=PromptGuard, Attack=UCC2026.05 | 0.2 |