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ResearchFormerly WizWand

Fingerprint Spoofing on LLM-idio on UltraChat (test)

99.9ASROriginal (target)
-3.89223.0545076.946Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Original (target)Transfer Scenario=Gemma-2B → Qwen2-7B2026.0699.9
Original (target)Transfer Scenario=Qwen2-1.5B → Gemma-7B2026.0699.2
GhostPrintTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.0696.7
GhostPrintTransfer Scenario=Gemma-2B → Qwen2-7B2026.0695.2
5-shot ICLTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.0617.3
5-shot ICLTransfer Scenario=Gemma-2B → Qwen2-7B2026.063.6
Query DetectionTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.062.5
Query DetectionTransfer Scenario=Gemma-2B → Qwen2-7B2026.062.4
Token SuppressionTransfer Scenario=Gemma-2B → Qwen2-7B2026.062
RewritingTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.061.8
Token SuppressionTransfer Scenario=Qwen2-1.5B → Gemma-7B2026.061.7
Original (weak)Transfer Scenario=Qwen2-1.5B → Gemma-7B2026.061.1
Original (weak)Transfer Scenario=Gemma-2B → Qwen2-7B2026.060.7
RewritingTransfer Scenario=Gemma-2B → Qwen2-7B2026.060.1