Spoofing Attack Detection on Dolly CW
8.88WCSw/o Attack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| w/o AttackVictim Model=OPT-2.7b, Watermark=KGW2026.04 | 8.88 | 100 | 100 | |
| w/o AttackVictim Model=Llama3-8b, Watermark=KGW2026.04 | 7.991 | 100 | 100 | |
| w/o AttackVictim Model=OPT-2.7b, Watermark=Unbiased2026.04 | 3.296 | 100 | 99 | |
| ASVictim Model=OPT-2.7b, Watermark=KGW2026.04 | 2.698 | 91 | 36 | |
| ASVictim Model=Llama3-8b, Watermark=KGW2026.04 | 2.646 | 89 | 47 | |
| w/o AttackVictim Model=Llama3-8b, Watermark=Unbiased2026.04 | 2.595 | 100 | 97 | |
| WSVictim Model=Llama3-8b, Watermark=KGW2026.04 | 1.333 | 74 | 15 | |
| WSVictim Model=OPT-2.7b, Watermark=KGW2026.04 | 1.228 | 74 | 6 | |
| ASVictim Model=OPT-2.7b, Watermark=Unbiased2026.04 | 0.641 | 80 | 20 | |
| w/o AttackVictim Model=OPT-2.7b, Watermark=SynthID2026.04 | 0.584 | 100 | 100 | |
| ASVictim Model=Llama3-8b, Watermark=Unbiased2026.04 | 0.584 | 76 | 19 | |
| w/o AttackVictim Model=Llama3-8b, Watermark=SynthID2026.04 | 0.569 | 100 | 100 | |
| ASVictim Model=OPT-2.7b, Watermark=SynthID2026.04 | 0.505 | 68 | 6 | |
| ASVictim Model=Llama3-8b, Watermark=SynthID2026.04 | 0.504 | 63 | 4 | |
| WSVictim Model=OPT-2.7b, Watermark=SynthID2026.04 | 0.503 | 61 | 2 | |
| WSVictim Model=Llama3-8b, Watermark=SynthID2026.04 | 0.502 | 59 | 2 | |
| WSVictim Model=OPT-2.7b, Watermark=Unbiased2026.04 | 0.406 | 71 | 9 | |
| WSVictim Model=Llama3-8b, Watermark=Unbiased2026.04 | 0.369 | 68 | 9 |