Cross-family weak-to-weak spoofing on LLM-idio Qwen2-1.5B to Gemma-2B
99.1ASROriginal (target)
Evaluation results
| Method | Links | |
|---|---|---|
| Original (target)Source Model=Qwen2-1.5B, Target Model=Gemma-2B2026.06 | 99.1 | |
| GhostPrintSource Model=Qwen2-1.5B, Target Model=Gemma-2B2026.06 | 97.9 | |
| 5-shot ICLSource Model=Qwen2-1.5B, Target Model=Gemma-2B2026.06 | 19.4 | |
| RewritingSource Model=Qwen2-1.5B, Target Model=Gemma-2B2026.06 | 8.9 | |
| Query DetectionSource Model=Qwen2-1.5B, Target Model=Gemma-2B2026.06 | 2.5 | |
| Token SuppressionSource Model=Qwen2-1.5B, Target Model=Gemma-2B2026.06 | 1 | |
| Original (weak)Source Model=Qwen2-1.5B, Target Model=Gemma-2B2026.06 | 0.8 |