List your company

Membership Inference Attack on BookReasoning Sequence-level

78.1ACCBlackSpectrum
53.03659.54366.0572.557Jan 20, 2026

Evaluation results

MethodLinks
BlackSpectrumTarget Model=QwQ-32B, # Q=12026.0178.173.519.2
BlackSpectrumTarget Model=Avg Performance, # Q=12026.0172.174.825
SaMIATarget Model=QwQ-32B, # Q=52026.0154.954.46.7
SaMIATarget Model=Avg Performance, # Q=52026.015453.68.6