Jailbreak Defense on AdvBench AutoDAN
0ASRDream-v0-Instruct-7B
Evaluation results
| Method | Links | |
|---|---|---|
| Dream-v0-Instruct-7BBase Model=Dream-v0-Instruct-7B, Defense Method=None2025.09 | 0 | |
| Dream-v0-Instruct-7B + PPL-FilterBase Model=Dream-v0-Instruct-7B, Defense Method=PPL-Filter2025.09 | 0 | |
| Dream-v0-Instruct-7B + DIFFUGUARDBase Model=Dream-v0-Instruct-7B, Defense Method=DIFFUGUARD2025.09 | 0 | |
| Dream-v0-Instruct-7B + Self-reminderBase Model=Dream-v0-Instruct-7B, Defense Method=Self-reminder2025.09 | 0 | |
| Dream-v0-Instruct-7B + Self-reminder + DIFFUGUARDBase Model=Dream-v0-Instruct-7B, Defense Method=Self-reminder + DIFFUGUARD2025.09 | 0 | |
| MMaDA-8B-MixCoT + Self-reminder + DIFFUGUARDBase Model=MMaDA-8B-MixCoT, Defense Method=Self-reminder + DIFFUGUARD2025.09 | 5.77 | |
| MMaDA-8B-MixCoT + DIFFUGUARDBase Model=MMaDA-8B-MixCoT, Defense Method=DIFFUGUARD2025.09 | 6.35 | |
| MMaDA-8B-MixCoT + Self-reminderBase Model=MMaDA-8B-MixCoT, Defense Method=Self-reminder2025.09 | 14.23 | |
| LLaDA-8B-Instruct + Self-reminder + DIFFUGUARDBase Model=LLaDA-8B-Instruct, Defense Method=Self-reminder + DIFFUGUARD2025.09 | 16.73 | |
| LLaDA-8B-Instruct + Self-reminderBase Model=LLaDA-8B-Instruct, Defense Method=Self-reminder2025.09 | 20.77 | |
| LLaDA-1.5 + Self-reminder + DIFFUGUARDBase Model=LLaDA-1.5, Defense Method=Self-reminder + DIFFUGUARD2025.09 | 20.96 | |
| MMaDA-8B-MixCoT + PPL-FilterBase Model=MMaDA-8B-MixCoT, Defense Method=PPL-Filter2025.09 | 21.54 | |
| MMaDA-8B-MixCoTBase Model=MMaDA-8B-MixCoT, Defense Method=None2025.09 | 24.81 | |
| LLaDA-1.5 + Self-reminderBase Model=LLaDA-1.5, Defense Method=Self-reminder2025.09 | 26.15 | |
| LLaDA-8B-Instruct + DIFFUGUARDBase Model=LLaDA-8B-Instruct, Defense Method=DIFFUGUARD2025.09 | 31.54 | |
| LLaDA-8B-Instruct + PPL-FilterBase Model=LLaDA-8B-Instruct, Defense Method=PPL-Filter2025.09 | 34.23 | |
| LLaDA-1.5 + DIFFUGUARDBase Model=LLaDA-1.5, Defense Method=DIFFUGUARD2025.09 | 36.92 | |
| LLaDA-1.5 + PPL-FilterBase Model=LLaDA-1.5, Defense Method=PPL-Filter2025.09 | 38.08 | |
| LLaDA-8B-InstructBase Model=LLaDA-8B-Instruct, Defense Method=None2025.09 | 39.23 | |
| LLaDA-1.5Base Model=LLaDA-1.5, Defense Method=None2025.09 | 41.73 |