Jailbreak Attack on AdvBench (test) (LLM-Specific ASR Evaluation)
93ASR (GPT-4o)ECLIPSE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ECLIPSETarget Model=Llama-32025.10 | 93 | 61 | 38 | |
| UJATarget Model=Llama-32025.10 | 92 | 61 | 78 | |
| PAIRTarget Model=Llama-32025.10 | 88 | 43 | 64 | |
| COLDTarget Model=Llama-32025.10 | 86 | 58 | 42 | |
| GCGTarget Model=Llama-32025.10 | 81 | 30 | 45 | |
| AdvPrefixTarget Model=Llama-32025.10 | 77 | 20 | 20 | |
| AdvPrompterTarget Model=Llama-32025.10 | 66 | 52 | 58 | |
| DRLTarget Model=Llama-32025.10 | 49 | 31 | 22 |