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ResearchFormerly WizWand

Jailbreak Attack on TrustLLM

95.4RtAGPTFuzzer
-3.422.2547.973.55Jul 28, 2025
Updated 7mo ago

Evaluation results

MethodLinks
GPTFuzzerVictim LLM=GPT-4o2025.0795.443.11.34
GCGVictim LLM=GPT-4o2025.0793.427.41.37
GPTFuzzerVictim LLM=GPT-4o-mini2025.0792.847.91.59
Original PromptVictim LLM=GPT-4o2025.0790.925.71.38
DAPVictim LLM=GPT-4o2025.0790.825.31.3
DAPVictim LLM=GPT-4o-mini2025.0788.123.51.4
Virtual ContextVictim LLM=GPT-4o2025.0787.730.11.57
GCGVictim LLM=GPT-4o-mini2025.0786.327.21.56
Original PromptVictim LLM=GPT-4o-mini2025.0784.822.51.57
Virtual ContextVictim LLM=GPT-4o-mini2025.0781.434.51.9
Chat-NNVictim LLM=GPT-4o2025.0778.749.52.01
TranslitVictim LLM=GPT-4o2025.0774.751.12.11
PAPVictim LLM=GPT-4o2025.0773.645.72.65
PAPVictim LLM=GPT-4o-mini2025.0770.944.12.61
TranslitVictim LLM=GPT-4o-mini2025.0766.448.42.23
Chat-NNVictim LLM=GPT-4o-mini2025.0764.347.42.25
Ours + Chat-NNVictim LLM=GPT-4o2025.0744.563.22.55
Ours + TranslitVictim LLM=GPT-4o2025.0741.368.62.59
Ours + GPTFuzzerVictim LLM=GPT-4o-mini2025.076.963.12.28
Ours + GPTFuzzerVictim LLM=GPT-4o2025.075.440.71.94
OursVictim LLM=GPT-4o-mini2025.073.428.81.85
Ours + Chat-NNVictim LLM=GPT-4o-mini2025.072.952.92.33
Ours + TranslitVictim LLM=GPT-4o-mini2025.072.655.82.24
OursVictim LLM=GPT-4o2025.072.233.52.04
Ours + PAPVictim LLM=GPT-4o-mini2025.070.753.32.7
Ours + PAPVictim LLM=GPT-4o2025.070.455.72.75