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ResearchFormerly WizWand

Targeted Adversarial Attack on ModelNet40 (test)

0.9958ASRe-ISO
0.0035360.2611430.518750.776357Oct 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
e-ISOVictim Model=PointNet++2022.100.99580.0040.0004
e-ISOVictim Model=PointNet2022.100.98450.00310.0004
Mesh AttackVictim Model=PointNet++2022.100.94790.00450.0046
Mesh AttackVictim Model=PointNet2022.100.8810.00540.0048
e-ISOVictim Model=DGCNN2022.100.84160.00320.0009
Mesh AttackVictim Model=DGCNN2022.100.66790.00510.0055
GeoA3Victim Model=PointNet2022.100.19650.00660.0037
KNNVictim Model=PointNet2022.100.14780.00340.0096
GeoA3Victim Model=PointNet++2022.100.1120.01920.0031
GeoA3Victim Model=DGCNN2022.100.08240.01720.0042
KNNVictim Model=PointNet++2022.100.06240.00270.0122
KNNVictim Model=DGCNN2022.100.04170.00360.0125