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Benchmarks
Prompt Injection Detection on NLI
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100
Detection Rate (TPR/FPR)
DataSentinel
-3.48
23.385
50.25
77.115
May 26, 2026
Detection Rate (TPR/FPR)
Updated 7d ago
Evaluation Results
Method
Method
Links
Detection Rate (TPR/FPR)
DataSentinel
Attack=CoA
2026.05
100
PromptGuard
Attack=CoA
2026.05
100
SHuSh
Detector=Adaptive Data...
2026.05
69.1
Adaptive DataSentinel
Attack=Cover
2026.05
30.6
SHuSh
Detector=DataSentinel,...
2026.05
5.7
DataSentinel
Attack=Cover
2026.05
0.5
PromptGuard
Attack=Cover
2026.05
0.5
SHuSh
Detector=PromptGuard,...
2026.05
0.5
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