Qiming Wang

Certified L2-Norm Robustness of 3D Point Cloud Recognition in the Frequency Domain

3D point cloud classification is a fundamental task in safety-critical applications such as autonomous driving, robotics, and augmented reality. However, recent studies reveal that point cloud classifiers are vulnerable to structured adversarial perturbations and geometric corruptions, posing risks