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ResearchFormerly WizWand

Membership Inference Attack on CDC Diabetes QIdemo

1AUCNNDR
0.49040.62270.7550.8873Jun 6, 2026
Updated 4mo ago

Evaluation results

MethodLinks
NNDRData Generator=RankSwap2026.061
SynthDistanceData Generator=RankSwap2026.060.99
NNDRData Generator=TabDDPM2026.060.81
SynthDistanceData Generator=TabDDPM2026.060.8
RA-as-MIAData Generator=RankSwap, Membership Signal=RF Radv2026.060.77
RA-as-MIAData Generator=TabDDPM, Membership Signal=RF Radv2026.060.71
NNDRData Generator=Cell Supp.2026.060.64
SynthDistanceData Generator=Cell Supp.2026.060.62
NNDRData Generator=Synthpop2026.060.6
RA-as-MIAData Generator=Cell Supp., Membership Signal=RF Radv2026.060.6
SynthDistanceData Generator=Synthpop2026.060.57
NNDRData Generator=MST (ε=1000)2026.060.53
SynthDistanceData Generator=MST (ε=1000)2026.060.52
RA-as-MIAData Generator=Synthpop, Membership Signal=RF Radv2026.060.52
SynthDistanceData Generator=MST (ε=1)2026.060.51
NNDRData Generator=MST (ε=1)2026.060.51
RA-as-MIAData Generator=MST (ε=1), Membership Signal=RF Radv2026.060.51
RA-as-MIAData Generator=MST (ε=1000), Membership Signal=RF Radv2026.060.51