Text-to-Image Adversarial Attack on I2P matching categories subset
96.7Bypass RateMMA-Diffusion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MMA-DiffusionTarget Model=DALL-E 32025.04 | 96.7 | 70 | 50 | 53.3 | 30 | |
| QF-AttackTarget Model=DALL-E 32025.04 | 93.3 | 66.7 | 53.3 | 53.3 | 36.7 | |
| DACATarget Model=DALL-E 32025.04 | 93.3 | 40 | 26.7 | 26.7 | 6.7 | |
| TCBS-AttackTarget Model=DALL-E 32025.04 | 93.3 | 73.3 | 56.7 | 60 | 36.7 | |
| DREAMTarget Model=DALL-E 32025.04 | 86.7 | 66.7 | 50 | 56.7 | 33.3 | |
| HTS-AttackTarget Model=DALL-E 32025.04 | 86.7 | 70 | 53.3 | 56.7 | 36.7 | |
| SneakyPromptTarget Model=DALL-E 32025.04 | 76.7 | 73.3 | 33.3 | 53.3 | 33.3 | |
| FLIRTTarget Model=DALL-E 32025.04 | 73.3 | 66.7 | 30 | 46.7 | 26.7 | |
| DiffZOOTarget Model=DALL-E 32025.04 | 70 | 73.3 | 36.7 | 50 | 33.3 | |
| U3-AttackTarget Model=DALL-E 32025.04 | 70 | 60 | 33.3 | 50 | 26.7 | |
| I2PTarget Model=DALL-E 32025.04 | 66.7 | 60 | 33.3 | 23.3 | 10 |