Model Stealing Attack on LLaMA-2
98.5BERT ScoreLW
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LWSetting=Watermark2026.05 | 98.5 | — | 33 | 4.1 | |
| SAFESEALSetting=Watermark2026.05 | 97.7 | 98.2 | — | — | |
| TWSetting=Watermark2026.05 | 96.6 | 85.5 | — | — | |
| TWSetting=Adv.(10k)2026.05 | 87.9 | 4.4 | — | — | |
| LWSetting=Adv.(20k)2026.05 | 87.8 | — | 16 | 1 | |
| TWSetting=Adv.(20k)2026.05 | 87.3 | 5.4 | — | — | |
| LWSetting=Adv.(10k)2026.05 | 87.3 | — | 14 | 1 | |
| SAFESEALSetting=Adv.(20k)2026.05 | 87.1 | 72.8 | — | — | |
| SAFESEALSetting=Adv.(10k)2026.05 | 86.7 | 68.3 | — | — |