3D Point Cloud Adversarial Attack on ScanObjectNN
99.3ASRCoSA
Evaluation results
| Method | Links | |
|---|---|---|
| CoSAVictim Network=PointNet, Source Network=PointNet, Attack Budget (epsilon)=0.45, Defense Strategy=SRS2026.01 | 99.3 | |
| CoSAVictim Network=PointNet, Source Network=PointNet, Attack Budget (epsilon)=0.45, Defense Strategy=SOR2026.01 | 80.5 | |
| CoSAVictim Network=PointMamba, Source Network=PointNet, Attack Budget (epsilon)=0.18, Defense Strategy=SRS2026.01 | 65.2 | |
| CoSAVictim Network=PCT, Source Network=PointNet, Attack Budget (epsilon)=0.45, Defense Strategy=DUP-Net2026.01 | 55.3 | |
| CFGVictim Network=PCT, Source Network=PointNet, Attack Budget (epsilon)=0.45, Defense Strategy=DUP-Net2026.01 | 46.5 | |
| CoSAVictim Network=PointMamba, Source Network=PointNet, Attack Budget (epsilon)=0.18, Defense Strategy=AT2026.01 | 40.3 |