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Membership Inference Attack on BookReasoning Document-level

93.7ACCBlackSpectrum
62.60470.67778.7586.823Jan 20, 2026

Evaluation results

MethodLinks
BlackSpectrumTarget Model=QwQ-32B, # Q=12026.0193.790.232.4
BlackSpectrumTarget Model=Avg Performance, # Q=12026.0191.993.567.9
SaMIATarget Model=QwQ-32B, # Q=52026.0163.866.915