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Benchmarks
Prompt Injection Defense on SEP
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0
ASR
PromptGuard
-2.88
16.56
36
55.44
Apr 9, 2026
ASR
Utility
Updated 9d ago
Evaluation Results
Method
Method
Links
ASR
Utility
PromptGuard
LLM=Qwen3-4B-Instruct
2026.04
0
-
Attn.Tracker
LLM=Qwen3-4B-Instruct
2026.04
0
-
PIGuard
LLM=Qwen3-4B-Instruct
2026.04
0
-
SecAlign++
LLM=Qwen3-4B-Instruct
2026.04
1
66
DataFilter
LLM=Qwen3-4B-Instruct
2026.04
1
98
PISanitizer
LLM=Qwen3-4B-Instruct
2026.04
3
90
DataSentinel
LLM=Qwen3-4B-Instruct
2026.04
29
-
PromptArmor
LLM=Qwen3-4B-Instruct
2026.04
69
60
No Defense
LLM=Qwen3-4B-Instruct
2026.04
72
58
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