Fingerprint Spoofing on LLM-idio on UltraChat (test)
99.9ASROriginal (target)
Evaluation Results
| Method | Links | |
|---|---|---|
| Original (target)Transfer Scenario=Gemma-2B → Qwen2-7B2026.06 | 99.9 | |
| Original (target)Transfer Scenario=Qwen2-1.5B → Gemma-7B2026.06 | 99.2 | |
| GhostPrintTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.06 | 96.7 | |
| GhostPrintTransfer Scenario=Gemma-2B → Qwen2-7B2026.06 | 95.2 | |
| 5-shot ICLTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.06 | 17.3 | |
| 5-shot ICLTransfer Scenario=Gemma-2B → Qwen2-7B2026.06 | 3.6 | |
| Query DetectionTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.06 | 2.5 | |
| Query DetectionTransfer Scenario=Gemma-2B → Qwen2-7B2026.06 | 2.4 | |
| Token SuppressionTransfer Scenario=Gemma-2B → Qwen2-7B2026.06 | 2 | |
| RewritingTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.06 | 1.8 | |
| Token SuppressionTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.06 | 1.7 | |
| Original (weak)Transfer Scenario=Qwen2-1.5B → Gemma-7B2026.06 | 1.1 | |
| Original (weak)Transfer Scenario=Gemma-2B → Qwen2-7B2026.06 | 0.7 | |
| RewritingTransfer Scenario=Gemma-2B → Qwen2-7B2026.06 | 0.1 |