Point Cloud Attacks in Graph Spectral Domain : When 3D Geometry Meets Graph Signal Processing

With the increasing attention in various 3D safety-critical applications, point cloud learning models have been shown to be vulnerable to adversarial attacks. Although existing 3D attack methods achieve high success rates, they delve into the data space with point-wise perturbation, which may neglec...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 5 vom: 05. Mai, Seite 3079-3095
Auteur principal: Liu, Daizong (Auteur)
Autres auteurs: Hu, Wei, Li, Xin
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article