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Benchmarks
Knowledge Poisoning Attack on FEVER k=10 (test)
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73
Attack Success Rate (ASR)
ADMIT
3.32
21.41
39.5
57.59
Oct 11, 2025
Attack Success Rate (ASR)
Updated 16d ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
ADMIT
Verifier LLM=LLaMA3.3-...
2025.10
73
ADMIT
Verifier LLM=GPT-4o, S...
2025.10
63
ADMIT
Verifier LLM=o1-mini,...
2025.10
59
ADMIT
Verifier LLM=LLaMA3.3-...
2025.10
58
ADMIT
Verifier LLM=o1-mini,...
2025.10
50
PoisonedRAG
Verifier LLM=LLaMA3.3-...
2025.10
45
ADMIT
Verifier LLM=GPT-4o, S...
2025.10
44
Misinfo
Verifier LLM=LLaMA3.3-...
2025.10
40
PIA
Verifier LLM=LLaMA3.3-...
2025.10
39
PoisonedRAG
Verifier LLM=LLaMA3.3-...
2025.10
37
CorruptRAG
Verifier LLM=LLaMA3.3-...
2025.10
30
Misinfo
Verifier LLM=LLaMA3.3-...
2025.10
28
CorruptRAG
Verifier LLM=LLaMA3.3-...
2025.10
26
PIA
Verifier LLM=LLaMA3.3-...
2025.10
14
PIA
Verifier LLM=GPT-4o, S...
2025.10
6
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