Membership Inference Attack on Geolife Daily
95AccuracyLSTM-TrajGAN
Evaluation results
| Method | Links | |
|---|---|---|
| LSTM-TrajGANDistance Metric=Custom, Scenario=Released2026.04 | 95 | |
| LSTM-TrajGANDistance Metric=Custom, Scenario=Main2026.04 | 94.5 | |
| exGANDistance Metric=Custom, Scenario=Released2026.04 | 93.3 | |
| exGANDistance Metric=Custom, Scenario=Main2026.04 | 91.5 | |
| LSTM-TrajGANDistance Metric=Fréchet, Scenario=Released2026.04 | 87 | |
| LSTM-TrajGANDistance Metric=Fréchet, Scenario=Main2026.04 | 83.3 | |
| exGANDistance Metric=Fréchet, Scenario=Main2026.04 | 83.3 | |
| exGANDistance Metric=Fréchet, Scenario=Masked2026.04 | 80.8 | |
| LSTM-TrajGANDistance Metric=Fréchet, Scenario=Masked2026.04 | 79.3 | |
| LSTM-TrajGANDistance Metric=Custom, Scenario=Masked2026.04 | 79 | |
| exGANDistance Metric=Fréchet, Scenario=Released2026.04 | 77.5 | |
| exGANDistance Metric=Custom, Scenario=Masked2026.04 | 76.5 |