Jailbreak Attack on JBB Llama2-7B
0.106LossFaster-I-GCG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Faster-I-GCGinitialization=I-GCG style, guidance=harmful2024.10 | 0.106 | 91.7 | |
| I-GCGbatch size=64, optimization steps=500, suffix length=202024.10 | 0.108 | 89.6 | |
| Faster-GCG++suffix length=40, position=prepend2024.10 | 0.17 | 71.4 | |
| Faster-GCGbatch size=64, optimization steps=500, lambda=10, temperature=0.1, suffix length=202024.10 | 0.268 | 66 | |
| TAObatch size=64, optimization steps=5002024.10 | 0.278 | 68.9 | |
| GCGbatch size=64, optimization steps=500, suffix length=202024.10 | 0.35 | 58.2 | |
| GCG-PSbatch size=64, optimization steps=5002024.10 | 0.531 | 49.4 | |
| AutoDANtype=white-box2024.10 | 1.825 | 27.7 |