Membership Inference Attack on Texas-100
83.3Attack AccuracyRF
Evaluation Results
| Method | Links | |
|---|---|---|
| RFDefense Status=No Defense2026.02 | 83.3 | |
| MemGuardDefense Mechanism=MemGuard [16]2026.02 | 74.2 | |
| Adv. Reg.Defense Mechanism=Adv. Reg. [22]2026.02 | 58.6 | |
| SVCDefense Status=No Defense2026.02 | 53.2 | |
| LRDefense Status=No Defense2026.02 | 50.2 | |
| SVCDefense Status=With Proposed Defense2026.02 | 49.5 | |
| Neighborhood-DefenseDefense Mechanism=Neighborhood-Defense2026.02 | 49.4 | |
| RFDefense Status=With Proposed Defense2026.02 | 49.4 | |
| LRDefense Status=With Proposed Defense2026.02 | 49.4 |