Membership Inference Attack on MovieLens ML-1M and ML-100K (Averaged)
10.4Time Cost (avg)Reference Recommendation based MIA
Evaluation Results
| Method | Links | |
|---|---|---|
| Reference Recommendation based MIAaggregation=Average across 4 settings (DropoutNet/Heater on ML-1M/ML-100K)2025.12 | 10.4 | |
| ST-MIAaggregation=Average across 4 settings (DropoutNet/Heater on ML-1M/ML-100K)2025.12 | 973.3 | |
| DL-MIAaggregation=Average across 4 settings (DropoutNet/Heater on ML-1M/ML-100K)2025.12 | 38,550 |