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Prompt Injection Defense on WASP
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Attack Success Rate (ASR)
Attn.Tracker
-1.52
8.74
19
29.26
Apr 1, 2026
Apr 2, 2026
Apr 3, 2026
Apr 5, 2026
Apr 6, 2026
Apr 7, 2026
Apr 9, 2026
Attack Success Rate (ASR)
Utility (Clean)
Updated 8d ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
Utility (Clean)
Attn.Tracker
Evaluation Protocol=St...
2026.04
0
-
PIGuard
Evaluation Protocol=St...
2026.04
0
-
AgentWatcher
Attribution LLM=Llama-...
2026.04
2
99
PromptGuard
Evaluation Protocol=St...
2026.04
2
-
GPT-OSS-Safeguard
Model Version=20B
2026.04
4
99
SecAlign++
Evaluation Protocol=St...
2026.04
6
56
PromptArmor
2026.04
8
99
DataSentinel
2026.04
10
42
PIGuard
2026.04
13
8
DataSentinel
Evaluation Protocol=St...
2026.04
25
-
PromptGuard
2026.04
26
99
DataFilter
Evaluation Protocol=St...
2026.04
27
6
No Defense
2026.04
31
99
No Defense
Evaluation Protocol=St...
2026.04
37
62
PromptArmor
Evaluation Protocol=St...
2026.04
37
62
PISanitizer
Evaluation Protocol=St...
2026.04
38
61
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