Backdoor Defense on AGNews (test)
5.72Delta CACCAttDef
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AttDefAttack=BadNLh2023.05 | 5.72 | — | — | 97.69 | |
| AttDefAttack=BadNLm2023.05 | 3.44 | — | — | 98.64 | |
| AttDefAttack=Avg2023.05 | 3.42 | — | — | 98.38 | |
| AttDefAttack=InSent2023.05 | 2.86 | — | — | 98.35 | |
| AttDefAttack=BadNLl2023.05 | 2.66 | — | — | 98.84 | |
| AttDefAttack=Benign2023.05 | 2.48 | — | — | — | |
| BFClassAttack=BadNLh2023.05 | 0.8 | — | — | 24.25 | |
| BFClassAttack=BadNLm2023.05 | 0.36 | — | — | 0.23 | |
| BFClassAttack=Avg2023.05 | 0.23 | — | — | 6.12 | |
| BFClassAttack=Benign2023.05 | 0 | — | — | — | |
| BFClassAttack=BadNLl2023.05 | -0.1 | — | — | 0 | |
| BFClassAttack=InSent2023.05 | -0.15 | — | — | 0 | |
| Poisoned ModelAttack=Benign2023.05 | — | — | 93.42 | — | |
| Poisoned ModelAttack=BadNLl2023.05 | — | 100 | 93.41 | — | |
| Poisoned ModelAttack=BadNLm2023.05 | — | 100 | 93.39 | — | |
| Poisoned ModelAttack=BadNLh2023.05 | — | 99.95 | 93.42 | — | |
| Poisoned ModelAttack=InSent2023.05 | — | 100 | 93.32 | — | |
| Poisoned ModelAttack=Avg2023.05 | — | 99.99 | 93.39 | — |