Scrubbing Attack on Dolly
80AUCDipper
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DipperWatermark=KGW, Victim Model=Llama3-8b2026.04 | 80 | 1.585 | 17 | |
| DipperWatermark=KGW, Victim Model=OPT-2.7b2026.04 | 75 | 1.225 | 5 | |
| DipperWatermark=SynthID, Victim Model=Llama3-8b2026.04 | 75 | 0.508 | 18 | |
| DipperWatermark=SynthID, Victim Model=OPT-2.7b2026.04 | 70 | 0.506 | 8 | |
| Dipper+WSWatermark=KGW, Victim Model=OPT-2.7b2026.04 | 69 | 0.958 | 8 | |
| DipperWatermark=Unbiased, Victim Model=OPT-2.7b2026.04 | 69 | 0.346 | 6 | |
| DipperWatermark=Unbiased, Victim Model=Llama3-8b2026.04 | 68 | 0.342 | 6 | |
| Dipper+WSWatermark=SynthID, Victim Model=Llama3-8b2026.04 | 62 | 0.503 | 5 | |
| Dipper+WSWatermark=KGW, Victim Model=Llama3-8b2026.04 | 61 | 0.507 | 6 | |
| Dipper+WSWatermark=Unbiased, Victim Model=Llama3-8b2026.04 | 59 | 0.151 | 2 | |
| Dipper+WSWatermark=Unbiased, Victim Model=OPT-2.7b2026.04 | 58 | 0.133 | 2 | |
| Dipper+WSWatermark=SynthID, Victim Model=OPT-2.7b2026.04 | 57 | 0.502 | 4 | |
| Dipper+ASWatermark=SynthID, Victim Model=Llama3-8b2026.04 | 54 | 0.501 | 3 | |
| RandomVictim Model=OPT-2.7b2026.04 | 50 | — | 1 | |
| RandomVictim Model=Llama3-8b2026.04 | 50 | — | 1 | |
| Dipper+ASWatermark=Unbiased, Victim Model=Llama3-8b2026.04 | 50 | -0.011 | 1 | |
| Dipper+ASWatermark=SynthID, Victim Model=OPT-2.7b2026.04 | 48 | 0.499 | 1 | |
| Dipper+ASWatermark=KGW, Victim Model=OPT-2.7b2026.04 | 47 | -0.002 | 3 | |
| Dipper+ASWatermark=Unbiased, Victim Model=OPT-2.7b2026.04 | 47 | -0.065 | 1 | |
| Dipper+ASWatermark=KGW, Victim Model=Llama3-8b2026.04 | 37 | -0.922 | 2 |