KNN-Defense: Defense against 3D Adversarial Point Clouds using Nearest-Neighbor Search

Nima Jamali, Matina Mahdizadeh Sani, Hanieh Naderi +1

Deep neural networks (DNNs) have demonstrated remarkable performance in analyzing 3D point cloud data. However, their vulnerability to adversarial attacks-such as point dropping, s…