PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D
Point Cloud Recognition

PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition

21 August 2022

Z. Morley Mao

Papers citing "PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition"

8 / 8 papers shown

Title
On-ramp and Off-ramp Traffic Flows Estimation Based on A Data-driven Transfer Learning Framework Xiaobo Ma Abolfazl Karimpour Yao-Jan Wu 14 4 0 07 Aug 2023
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 35 3 0 27 Oct 2022
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 195 410 0 16 May 2022
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions Jiachen Sun Qingzhao Zhang B. Kailkhura Zhiding Yu Chaowei Xiao Z. Morley Mao 3DPC 31 83 0 28 Jan 2022
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 138 282 0 04 May 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 172 711 0 02 Mar 2021
Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang Chengying Gao Yuyin Zhou Cihang Xie Alan Yuille C. Zou Ning Liu AAML 129 159 0 10 Sep 2019
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016