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Benchmarks
Indirect Prompt Injection Attack on payloads Original
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10
Attack Success Rate (IA)
Undefended
-0.4
2.3
5
7.7
Oct 20, 2025
Attack Success Rate (IA)
Attack Success Rate (Gr.)
Attack Success Rate (AD)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Attack Success Rate (IA)
Attack Success Rate (Gr.)
Attack Success Rate (AD)
Undefended
2025.10
10
17
17
ACF
2025.10
10
17
17
LP
2025.10
10
17
17
LF
Backing LLM=Llama
2025.10
0
0
3
LF
Backing LLM=GPT-4o
2025.10
0
0
0
LF
Backing LLM=GPT-4o-mini
2025.10
0
0
0
LF
Backing LLM=o4-mini
2025.10
0
0
0
CV (ours)
2025.10
0
0
0
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