3D Point Cloud Adversarial Attack on PointNet (test)
100ASRFGSM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FGSMSetting=White-Box2024.11 | 100 | 52.4 | 6.12 | 6.842 | |
| PGDSetting=White-Box2024.11 | 100 | 40.6 | 5.681 | 5.705 | |
| AdvPCSetting=White-Box2024.11 | 100 | 32.5 | 1.45 | 3.124 | |
| 3D-ADVpSetting=White-Box2024.11 | 100 | 38.8 | 4.21 | 4.85 | |
| LG-GANSetting=White-Box2024.11 | 100 | 28.4 | 0.842 | 2.65 | |
| GeoA3Setting=White-Box2024.11 | 100 | 21.5 | 0.348 | 2.415 | |
| SI-AdvwSetting=White-Box2024.11 | 100 | 18.3 | 0.276 | 0.783 | |
| SI-AdvbSetting=Black-Box2024.11 | 100 | 20.5 | 0.312 | 0.942 | |
| 3DHackerSetting=Hard-Label Black-Box2024.11 | 100 | 22.4 | 0.385 | 0.95 | |
| OursSetting=Hard-Label Black-Box2024.11 | 100 | 19.2 | 0.284 | 0.811 |