DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense

Hang Zhou, Kejiang Chen, Weiming Zhang +3

Neural networks are vulnerable to adversarial examples, which poses a threat to their application in security sensitive systems. We propose a Denoiser and UPsampler Network (DUP-Ne…