Top-1 White-box Attack on Quora (test)
14ASRHotFlip-based
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| HotFlip-basedTarget Model=SimLM2025.04 | 14 | 52.7 | 59.3 | 7.4 | 97 | 73 | 59,468.5 | 136.5 | |
| Random TokenTarget Model=SimLM2025.04 | 5.7 | 18.7 | 28.7 | 34.9 | 96.7 | 88.3 | 10,265.8 | 0.1 | |
| OursTarget Model=SimLM2025.04 | 4.3 | 32 | 51.3 | 5.1 | 99.3 | 92.3 | 461.7 | 96.5 | |
| Random NoiseTarget Model=SimLM2025.04 | 0.3 | 2.7 | 4.7 | 4 | 100 | 100 | 4,104.9 | 0.1 |