Extending Adversarial Attacks and Defenses to Deep 3D Point Cloud Classifiers

Daniel Liu, Ronald Yu, Hao Su

3D object classification and segmentation using deep neural networks has been extremely successful. As the problem of identifying 3D objects has many safety-critical applications,…