Haonan Zhong

SynerGuard: A Robust Framework for Point Cloud Classification via Local Geometry and Spatial Topology

Point cloud recognition models are known to be vulnerable to adversarial attacks. The state-of-the-art defense solutions either focus on partial features of the point cloud, limiting their effectiveness, or rely heavily on known adversarial examples, reducing their generalizability, while others, li