Adversarial Jailbreak Attack on Mistral 7B
100Attack Success Rate (ASR)SRA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SRABudget=15s2026.05 | 100 | 36.75 | 99.62 | |
| SRABudget=30s2026.05 | 99.81 | 31.19 | 99.81 | |
| SRABudget=60s2026.05 | 99.81 | 26.05 | 99.62 | |
| AutoDANBudget=60s, Venue=ICLR 20242026.05 | 98.27 | 119.1 | 78.27 | |
| AutoDANBudget=15s, Venue=ICLR 20242026.05 | 97.31 | 115.72 | 78.65 | |
| AutoDANBudget=30s, Venue=ICLR 20242026.05 | 97.12 | 118.55 | 78.27 | |
| BEASTBudget=60s, Venue=ICML 20242026.05 | 57.12 | 229.14 | 26.54 | |
| BEASTBudget=30s, Venue=ICML 20242026.05 | 50 | 154.59 | 34.23 | |
| BEASTBudget=15s, Venue=ICML 20242026.05 | 42.12 | 104.48 | 30.96 | |
| GCGBudget=60s, Venue=arXiv 20232026.05 | 26.15 | 560.96 | 6.54 | |
| GCGBudget=30s, Venue=arXiv 20232026.05 | 25 | 576.33 | 4.04 | |
| CleanBudget=-2026.05 | 21.15 | 70.1 | 20.77 | |
| GCGBudget=15s, Venue=arXiv 20232026.05 | 18.65 | 615.81 | 4.42 |