Cross-family weak-to-weak spoofing on LLM-idio Gemma-2B to Qwen2-1.5B
99.5ASROriginal (target)
Evaluation results
| Method | Links | |
|---|---|---|
| Original (target)Source Model=Gemma-2B, Target Model=Qwen2-1.5B2026.06 | 99.5 | |
| GhostPrintSource Model=Gemma-2B, Target Model=Qwen2-1.5B2026.06 | 97.5 | |
| Query DetectionSource Model=Gemma-2B, Target Model=Qwen2-1.5B2026.06 | 3.2 | |
| Token SuppressionSource Model=Gemma-2B, Target Model=Qwen2-1.5B2026.06 | 2.2 | |
| Original (weak)Source Model=Gemma-2B, Target Model=Qwen2-1.5B2026.06 | 1.6 | |
| 5-shot ICLSource Model=Gemma-2B, Target Model=Qwen2-1.5B2026.06 | 0.8 | |
| RewritingSource Model=Gemma-2B, Target Model=Qwen2-1.5B2026.06 | 0 |