Membership Inference Attack on FS-NYC Weekly
98.5AccuracyLSTM-TrajGAN
Evaluation results
| Method | Links | |
|---|---|---|
| LSTM-TrajGANDistance Metric=Custom, Scenario=Main2026.04 | 98.5 | |
| LSTM-TrajGANDistance Metric=Custom, Scenario=Released2026.04 | 98.5 | |
| LSTM-TrajGANDistance Metric=Fréchet, Scenario=Released2026.04 | 92.5 | |
| LSTM-TrajGANDistance Metric=Fréchet, Scenario=Main2026.04 | 88.3 | |
| LSTM-TrajGANDistance Metric=Fréchet, Scenario=Masked2026.04 | 83.8 | |
| LSTM-TrajGANDistance Metric=Custom, Scenario=Masked2026.04 | 81.8 | |
| exGANDistance Metric=Custom, Scenario=Main2026.04 | 80 | |
| exGANDistance Metric=Fréchet, Scenario=Main2026.04 | 74 | |
| exGANDistance Metric=Fréchet, Scenario=Masked2026.04 | 74 | |
| exGANDistance Metric=Fréchet, Scenario=Released2026.04 | 70.5 | |
| exGANDistance Metric=Custom, Scenario=Released2026.04 | 70 | |
| exGANDistance Metric=Custom, Scenario=Masked2026.04 | 66 |