Research Article
NormalAttack: Curvature-Aware Shape Deformation along Normals for Imperceptible Point Cloud Attack
Table 3
Comparison on the transferability performance of different attack methods.
| Source | PointNet++ | DGCNN | PointConv | Target | DGCNN | PointConv | PointNet++ | PointConv | PointNet++ | DGCNN |
| I-FGSM | 24.40 | 22.40 | 32.53 | 32.42 | 38.02 | 33.41 | 3D-ADV | 20.44 | 19.56 | 32.75 | 33.96 | 22.86 | 54.73 | GeoA3 | 18.35 | 22.42 | 21.65 | 30.55 | 17.14 | 23.19 | ITA | 21.42 | 21.86 | 33.18 | 30.98 | 34.72 | 31.75 | Ours | 21.21 | 22.86 | 39.23 | 38.24 | 34.94 | 40.98 |
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