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ResearchFormerly WizWand

Jailbreak Attack on JBB Behaviors (ASR)

100ASRAMIS
-4235077Nov 3, 2025
Updated 7mo ago

Evaluation results

MethodLinks
AMISTarget LLM=Llama-3.1-8B2025.11100
PAPTarget LLM=Llama-3.1-8B2025.1199
AMISTarget LLM=GPT-4o-mini2025.1199
TAPTarget LLM=Llama-3.1-8B2025.1193
SeqARTarget LLM=Llama-3.1-8B2025.1193
AMISTarget LLM=GPT-4o2025.1193
PAIRTarget LLM=Llama-3.1-8B2025.1192
AMISTarget LLM=Sonnet-42025.1188
PAPTarget LLM=GPT-4o-mini2025.1187
AutoDAN-TurboTarget LLM=Llama-3.1-8B2025.1186
PAPTarget LLM=GPT-4o2025.1183
TAPTarget LLM=GPT-4o-mini2025.1181
PAIRTarget LLM=GPT-4o-mini2025.1178
AMISTarget LLM=Haiku-3.52025.1178
PAPTarget LLM=Haiku-3.52025.1174
PAIRTarget LLM=GPT-4o2025.1170
TAPTarget LLM=GPT-4o2025.1165
AutoDAN-TurboTarget LLM=GPT-4o-mini2025.1161
PAIRTarget LLM=Haiku-3.52025.1152
AutoDAN-TurboTarget LLM=GPT-4o2025.1151
VanillaTarget LLM=Llama-3.1-8B2025.1147
TAPTarget LLM=Haiku-3.52025.1145
AutoDAN-TurboTarget LLM=Sonnet-42025.1136
AutoDAN-TurboTarget LLM=Haiku-3.52025.1135
PAPTarget LLM=Sonnet-42025.1132
PAIRTarget LLM=Sonnet-42025.1130
TAPTarget LLM=Sonnet-42025.1123
SeqARTarget LLM=Sonnet-42025.1114
VanillaTarget LLM=GPT-4o-mini2025.1111
VanillaTarget LLM=GPT-4o2025.117
VanillaTarget LLM=Sonnet-42025.115
VanillaTarget LLM=Haiku-3.52025.114
SeqARTarget LLM=Haiku-3.52025.113
SeqARTarget LLM=GPT-4o-mini2025.110
SeqARTarget LLM=GPT-4o2025.110