Membership Inference Attack on Iris
72.22AccuracyRF
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RFDefense Status=No Defense2026.02 | 72.22 | — | — | — | — | — | — | |
| LRDefense Status=No Defense2026.02 | 61.11 | — | — | — | — | — | — | |
| RFDefense Status=With Proposed Defense2026.02 | 55.56 | — | — | — | — | — | — | |
| LRDefense Status=With Proposed Defense2026.02 | 55.56 | — | — | — | — | — | — | |
| SVCDefense Status=With Proposed Defense2026.02 | 50 | — | — | — | — | — | — | |
| SVCDefense Status=No Defense2026.02 | 41.67 | — | — | — | — | — | — | |
| LRModel=Logistic Regression2026.02 | — | 50 | 56 | 69 | 64 | 69 | 67 | |
| RFModel=Random Forest2026.02 | — | 58 | 56 | 72 | 56 | 72 | 56 | |
| SVCModel=Support Vector Classifier2026.02 | — | 55 | 57 | 61 | 50 | 58 | 56 |