Textual Adversarial Attack on IMDB
99.1Attack Success Rate (BERT)SEP-Attack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SEP-AttackBudget=102026.05 | 99.1 | 99.5 | 98.8 | |
| BBABudget=1002026.05 | 45.4 | 61.6 | 56.9 | |
| EnsembleBudget=102026.05 | 37.4 | 46.5 | 53 | |
| HQA-AttackBudget=1002026.05 | 27.8 | 42.4 | 31.5 | |
| LeapAttackBudget=1002026.05 | 26.1 | 36.1 | 30.1 | |
| HAWRBudget=102026.05 | 25.9 | 65.7 | 57.7 | |
| DeepWordBugBudget=1002026.05 | 16.5 | 29.6 | 27.3 | |
| TextBuggerBudget=1002026.05 | 13.6 | 16.4 | 13.4 | |
| TextFoolerBudget=1002026.05 | 7.1 | 7.4 | 10.2 |