Adversarial Prompt Attack on Nudity concept
2.8ASRRing-A-Bell
Evaluation results
| Method | Links | |
|---|---|---|
| Ring-A-BellUnlearning Method=AU2026.01 | 2.8 | |
| P4DUnlearning Method=AU2026.01 | 5.6 | |
| No AttackUnlearning Method=ESD2026.01 | 21.1 | |
| No AttackUnlearning Method=AU2026.01 | 21.1 | |
| UnlearnDiffAtkUnlearning Method=AU2026.01 | 21.1 | |
| P4DUnlearning Method=ESD2026.01 | 29.5 | |
| Ring-A-BellUnlearning Method=ESD2026.01 | 49.2 | |
| P4DUnlearning Method=FMN2026.01 | 64 | |
| UnlearnDiffAtkUnlearning Method=ESD2026.01 | 80.2 | |
| ReLAPSe-MUnlearning Method=AU2026.01 | 84.51 | |
| No AttackUnlearning Method=FMN2026.01 | 88 | |
| ReLAPSe-MUnlearning Method=FMN2026.01 | 90.85 | |
| ZIUMUnlearning Method=AU2026.01 | 91.5 | |
| ReLAPSe-SUnlearning Method=AU2026.01 | 93.66 | |
| Ring-A-BellUnlearning Method=FMN2026.01 | 95.7 | |
| ReLAPSe-MUnlearning Method=ESD2026.01 | 95.8 | |
| ZIUMUnlearning Method=ESD2026.01 | 97.1 | |
| UnlearnDiffAtkUnlearning Method=FMN2026.01 | 98.5 | |
| ZIUMUnlearning Method=FMN2026.01 | 98.5 | |
| ReLAPSe-SUnlearning Method=ESD2026.01 | 100 | |
| ReLAPSe-SUnlearning Method=FMN2026.01 | 100 |