Backdoor Defense on IMDB (test)
6.36Delta CACCAttDef
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AttDefAttack=BadNLh2023.05 | 6.36 | — | — | 88.19 | |
| AttDefAttack=BadNLm2023.05 | 5.83 | — | — | 90.66 | |
| AttDefAttack=Avg2023.05 | 4.78 | — | — | 85.77 | |
| AttDefAttack=Benign2023.05 | 4.31 | — | — | — | |
| AttDefAttack=InSent2023.05 | 4.02 | — | — | 88.28 | |
| AttDefAttack=BadNLl2023.05 | 3.4 | — | — | 75.95 | |
| BFClassAttack=BadNLl2023.05 | 0.01 | — | — | 0 | |
| BFClassAttack=Benign2023.05 | 0 | — | — | — | |
| BFClassAttack=BadNLh2023.05 | -0.02 | — | — | 22.97 | |
| BFClassAttack=BadNLm2023.05 | -0.03 | — | — | 0.04 | |
| BFClassAttack=Avg2023.05 | -0.04 | — | — | 5.75 | |
| BFClassAttack=InSent2023.05 | -0.16 | — | — | -0.02 | |
| Poisoned ModelAttack=Benign2023.05 | — | — | 93.84 | — | |
| Poisoned ModelAttack=BadNLl2023.05 | — | 99.99 | 93.86 | — | |
| Poisoned ModelAttack=BadNLm2023.05 | — | 99.96 | 93.82 | — | |
| Poisoned ModelAttack=BadNLh2023.05 | — | 99.74 | 93.76 | — | |
| Poisoned ModelAttack=InSent2023.05 | — | 97.74 | 93.7 | — | |
| Poisoned ModelAttack=Avg2023.05 | — | 99.36 | 93.78 | — |