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Benchmarks
Prompt Injection Detection on IHEval Rule-following
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0.01
FPR
AlignSentinel (Enc-first)
0.0072
0.0261
0.045
0.0639
Feb 14, 2026
FPR
FNR
Updated 4d ago
Evaluation Results
Method
Method
Links
FPR
FNR
AlignSentinel (Enc-first)
LLM=Mistral-7B, Varian...
2026.02
0.01
0.1
AlignSentinel
LLM=Mistral-7B, Detect...
2026.02
0.02
0.16
AlignSentinel (Enc-first)
LLM=Qwen3-8B, Variant=...
2026.02
0.03
0.04
AlignSentinel (Enc-first)
LLM=Llama3.1-8B, Varia...
2026.02
0.06
0.09
AlignSentinel
LLM=Llama3.1-8B, Detec...
2026.02
0.07
0.1
AlignSentinel
LLM=Qwen3-8B, Detector...
2026.02
0.08
0.14
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