LLM Jailbreaking on GPTFuzzer Scenario G1
0.708HypervolumeEvoJail
Evaluation results
| Method | Links | |
|---|---|---|
| EvoJailTarget Model=Llama-3.1-8B-Instruct2026.03 | 0.708 | |
| CodeAttackTarget Model=gpt-4.1-Nano2026.03 | 0.676 | |
| CodeAttackTarget Model=Llama-3.1-8B-Instruct2026.03 | 0.62 | |
| EvoJailTarget Model=gpt-4.1-Nano2026.03 | 0.616 | |
| EvoJailTarget Model=Llama-2-7b-chat-hf2026.03 | 0.524 | |
| CodeChameleonTarget Model=gpt-4.1-Nano2026.03 | 0.503 | |
| ReNeLLMTarget Model=Llama-3.1-8B-Instruct2026.03 | 0.466 | |
| CodeChameleonTarget Model=Llama-3.1-8B-Instruct2026.03 | 0.437 | |
| JailbrokenTarget Model=Llama-3.1-8B-Instruct2026.03 | 0.415 | |
| FlipAttackTarget Model=Llama-3.1-8B-Instruct2026.03 | 0.358 | |
| CodeChameleonTarget Model=Llama-2-7b-chat-hf2026.03 | 0.309 | |
| JailbrokenTarget Model=Llama-2-7b-chat-hf2026.03 | 0.261 | |
| ReNeLLMTarget Model=gpt-4.1-Nano2026.03 | 0.21 | |
| ReNeLLMTarget Model=Llama-2-7b-chat-hf2026.03 | 0.178 | |
| FlipAttackTarget Model=gpt-4.1-Nano2026.03 | 0.134 | |
| CipherTarget Model=Llama-3.1-8B-Instruct2026.03 | 0.065 | |
| FlipAttackTarget Model=Llama-2-7b-chat-hf2026.03 | 0.049 | |
| CodeAttackTarget Model=Llama-2-7b-chat-hf2026.03 | 0.049 | |
| JailbrokenTarget Model=gpt-4.1-Nano2026.03 | 0.012 | |
| CipherTarget Model=gpt-4.1-Nano2026.03 | 0.001 | |
| CipherTarget Model=Llama-2-7b-chat-hf2026.03 | 0 |