3D Point Cloud Adversarial Attack on PointNet
99.81Attack Success Ratee-ISO
Evaluation results
| Method | Links | |
|---|---|---|
| e-ISODefense Method=no defence2022.10 | 99.81 | |
| Mesh AttackDefense Method=no defence2022.10 | 93.39 | |
| Mesh AttackDefense Method=SOR2022.10 | 89.93 | |
| Mesh AttackDefense Method=SRS2022.10 | 87.38 | |
| e-ISODefense Method=SOR2022.10 | 85.42 | |
| e-ISODefense Method=SRS2022.10 | 79.85 | |
| e-ISODefense Method=DUP-Net2022.10 | 78.55 | |
| Mesh AttackDefense Method=DUP-Net2022.10 | 78.28 | |
| e-ISODefense Method=IF-Defence2022.10 | 60.51 | |
| Mesh AttackDefense Method=IF-Defence2022.10 | 49.06 | |
| GeoA3Defense Method=no defence2022.10 | 40.87 | |
| GeoA3Defense Method=SOR2022.10 | 33.22 | |
| KNNDefense Method=no defence2022.10 | 32.15 | |
| KNNDefense Method=SRS2022.10 | 24.34 | |
| KNNDefense Method=SOR2022.10 | 13.36 | |
| GeoA3Defense Method=DUP-Net2022.10 | 11.97 | |
| KNNDefense Method=DUP-Net2022.10 | 11.25 | |
| KNNDefense Method=IF-Defence2022.10 | 7.46 | |
| GeoA3Defense Method=SRS2022.10 | 3.34 | |
| GeoA3Defense Method=IF-Defence2022.10 | 1.04 |