Adversarial Attack on Yahoo
93.5ASRPivotAttack
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PivotAttackVictim Model=Qwen2.5, Evaluation Protocol=Zero-shot, Query Budget=1002026.03 | 93.5 | 0.011 | |
| PivotAttackVictim Model=Gemma 3, Evaluation Protocol=Zero-shot, Query Budget=1002026.03 | 88.7 | 0.01 | |
| PivotAttackVictim Model=Qwen2.5, Evaluation Protocol=Fine-tuned, Query Budget=1002026.03 | 46.2 | 0.012 | |
| PivotAttackVictim Model=WordCNN, Query Budget=1002026.03 | 44.5 | 2.4 | |
| LimeAttackVictim Model=WordCNN, Query Budget=1002026.03 | 43.2 | 2.9 | |
| TextHackerVictim Model=WordCNN, Query Budget=1002026.03 | 43 | 4.6 | |
| VIWHardVictim Model=WordCNN, Query Budget=1002026.03 | 42.5 | 2.6 | |
| PivotAttackVictim Model=WordLSTM, Query Budget=1002026.03 | 42.3 | 0.015 | |
| PivotAttackVictim Model=ALBERT, Query Budget=1002026.03 | 41 | 1.7 | |
| HyGloadAttackVictim Model=WordCNN, Query Budget=1002026.03 | 40.9 | 3.5 | |
| VIWHardVictim Model=ALBERT, Query Budget=1002026.03 | 40.5 | 1.7 | |
| LimeAttackVictim Model=ALBERT, Query Budget=1002026.03 | 40.3 | 2.5 | |
| PivotAttackVictim Model=BERT, Query Budget=1002026.03 | 39.7 | 0.019 | |
| HLBBVictim Model=WordCNN, Query Budget=1002026.03 | 39.1 | 3 | |
| TextHackerVictim Model=ALBERT, Query Budget=1002026.03 | 38.3 | 3.2 | |
| LeapAttackVictim Model=WordCNN, Query Budget=1002026.03 | 38.1 | 2.7 | |
| TextHoaxerVictim Model=WordCNN, Query Budget=1002026.03 | 38 | 2.8 | |
| LeapAttackVictim Model=ALBERT, Query Budget=1002026.03 | 37.3 | 3.4 | |
| PivotAttackVictim Model=DistilBERT, Query Budget=1002026.03 | 37.1 | 0.018 | |
| HyGloadAttackVictim Model=ALBERT, Query Budget=1002026.03 | 36.9 | 3.2 | |
| TextHoaxerVictim Model=ALBERT, Query Budget=1002026.03 | 34.5 | 3.4 | |
| HLBBVictim Model=ALBERT, Query Budget=1002026.03 | 34.2 | 3.8 |