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ResearchFormerly WizWand

Model Fingerprinting Detection on Mistral-7B black-box setting v0.3

98.4True Positive Rate (TPR)LLMPrint
-3.93622.63249.275.768Sep 29, 2025
Updated 5mo ago

Evaluation results

MethodLinks
LLMPrintModification Type=Quantization, Access=Black-box2025.0998.41.2
LLMPrintModification Type=Post-training, Access=Black-box2025.0989.30
LLMmapModification Type=Post-training, Access=Black-box2025.0974.83.9
TRAPModification Type=Quantization, Access=Black-box2025.0970.363.3
TRAPModification Type=Post-training, Access=Black-box2025.096556.9
LLMmapModification Type=Quantization, Access=Black-box2025.0957.826.5
IPGuardModification Type=Post-training, Access=Black-box2025.0900
IPGuardModification Type=Quantization, Access=Black-box2025.0900
LLMPrint-CAModification Type=Post-training, Access=Black-box2025.0900.6
LLMPrint-CAModification Type=Quantization, Access=Black-box2025.0900