Jailbreak Attack on MaliciousInstruct (Specific Model ASRs)
62ASR (Google Banana 2)ETCH
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ETCHLLM Engine=Qwen3-Max, VLM Engine=Qwen3-VL-Plus, Maximum number of budget (T)=22026.04 | 62 | 68 | 58 | 53 | 91 | 71 | 77 | |
| ReNeLLMT2I prompt format adaptation=true2026.04 | 33 | 35 | 31 | 27 | 37 | 39 | 44 | |
| JailBrokenT2I prompt format adaptation=true2026.04 | 31 | 38 | 28 | 29 | 32 | 39 | 43 | |
| MultiLingualT2I prompt format adaptation=true2026.04 | 29 | 28 | 25 | 26 | 31 | 35 | 36 | |
| SneakyPromptT2I prompt format adaptation=true2026.04 | 26 | 24 | 20 | 21 | 29 | 30 | 33 | |
| Template AttackT2I prompt format adaptation=true2026.04 | 25 | 26 | 21 | 20 | 30 | 29 | 35 | |
| DACAT2I prompt format adaptation=true2026.04 | 25 | 28 | 24 | 20 | 28 | 32 | 38 | |
| Direct AttackT2I prompt format adaptation=true2026.04 | 24 | 21 | 21 | 19 | 27 | 25 | 28 |