Jailbreak Defense on Mistral-7B Evaluation
0GCG Attack Success RateQwen3Guard
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3GuardDefense Method=Qwen3Guard2026.04 | 0 | 0 | 0 | 25 | 10 | 5 | 13 | 0 | 0 | 0 | 35 | 21 | 9 | |
| Llama Guard 3Defense Method=Llama Guard 32026.04 | 2 | 1 | 2 | 41 | 31 | 25 | 33 | 0 | 70 | 11 | 65 | 27 | 26 | |
| TrajGuardDefense Method=TrajGuard (Ours)2026.04 | 3 | 12 | 6 | 19 | 16 | 4 | 7 | 11 | 4 | 2 | 19 | 14 | 10 | |
| Goal PrioritizationDefense Method=Goal Prioritization2026.04 | 4 | 71 | 84 | 40 | 31 | 57 | 67 | 12 | 42 | 32 | 64 | 19 | 44 | |
| Self-GuardDefense Method=Self-Guard2026.04 | 47 | 0 | 1 | 38 | 27 | 14 | 28 | 8 | 17 | 0 | 37 | 31 | 21 | |
| No DefenseDefense Method=No Defense2026.04 | 99 | 96 | 97 | 41 | 46 | 78 | 75 | 69 | 85 | 35 | 91 | 82 | 75 |