Jailbreak Defense on Vicuna Jailbreak Evaluation 7B
0GCG Attack Success RateQwen3Guard
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3GuardDefense Method=Qwen3Guard2026.04 | 0 | 0 | 0 | 25 | 5 | 5 | 11 | 0 | 0 | 0 | 33 | 21 | 8 | |
| TrajGuardDefense Method=TrajGuard (Ours)2026.04 | 0 | 1 | 0 | 13 | 12 | 0 | 9 | 0 | 0 | 1 | 16 | 7 | 5 | |
| Llama Guard 3Defense Method=Llama Guard 32026.04 | 2 | 1 | 2 | 39 | 33 | 21 | 29 | 0 | 66 | 10 | 59 | 25 | 24 | |
| Self-GuardDefense Method=Self-Guard2026.04 | 2 | 3 | 1 | 35 | 29 | 13 | 34 | 11 | 0 | 4 | 17 | 34 | 15 | |
| Goal PrioritizationDefense Method=Goal Prioritization2026.04 | 6 | 5 | 71 | 39 | 14 | 4 | 48 | 0 | 14 | 27 | 26 | 25 | 23 | |
| No DefenseDefense Method=No Defense2026.04 | 98 | 88 | 98 | 39 | 55 | 70 | 89 | 76 | 82 | 33 | 90 | 85 | 75 |