Membership Inference Attack on NIST Arizona QImedium
50AUCSynthDistance
Evaluation results
| Method | Links | |
|---|---|---|
| SynthDistanceData Generator=MST (ε=1)2026.06 | 50 | |
| SynthDistanceData Generator=MST (ε=1000)2026.06 | 50 | |
| RA-as-MIAData Generator=MST (ε=1), Membership Signal=RF Radv2026.06 | 50 | |
| RA-as-MIAData Generator=MST (ε=1000), Membership Signal=RF Radv2026.06 | 50 | |
| SynthDistanceData Generator=Synthpop2026.06 | 51 | |
| RA-as-MIAData Generator=Synthpop, Membership Signal=RF Radv2026.06 | 51 | |
| NNDRData Generator=MST (ε=1)2026.06 | 52 | |
| NNDRData Generator=MST (ε=1000)2026.06 | 52 | |
| RA-as-MIAData Generator=RankSwap, Membership Signal=RF Radv2026.06 | 55 | |
| NNDRData Generator=Synthpop2026.06 | 56 | |
| RA-as-MIAData Generator=TabDDPM, Membership Signal=RF Radv2026.06 | 57 | |
| RA-as-MIAData Generator=Cell Supp., Membership Signal=RF Radv2026.06 | 62 | |
| SynthDistanceData Generator=TabDDPM2026.06 | 72 | |
| NNDRData Generator=TabDDPM2026.06 | 80 | |
| SynthDistanceData Generator=RankSwap2026.06 | 84 | |
| NNDRData Generator=RankSwap2026.06 | 91 | |
| SynthDistanceData Generator=Cell Supp.2026.06 | 93 | |
| NNDRData Generator=Cell Supp.2026.06 | 96 |