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

10 January 2019

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

22 / 22 papers shown

Title
Overlap-Aware Feature Learning for Robust Unsupervised Domain Adaptation for 3D Semantic Segmentation Junjie Chen Yuecong Xu H. Li Kemi Ding 3DPC 44 0 0 02 Apr 2025
Hi-ALPS -- An Experimental Robustness Quantification of Six LiDAR-based Object Detection Systems for Autonomous Driving Alexandra Arzberger Ramin Tavakoli Kolagari AAML 146 0 0 21 Mar 2025
Adversarial Robustness in Parameter-Space Classifiers Tamir Shor Ethan Fetaya Chaim Baskin A. Bronstein AAML OOD 160 0 0 27 Feb 2025
Robust 3D Point Clouds Classification based on Declarative Defenders Kaidong Li Tianxiao Zhang Cuncong Zhong Z. Zhang G. Wang 3DPC 42 1 0 13 Oct 2024
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training Jinpeng Lin Xulei Yang Tianrui Li Xun Xu 3DPC 33 0 0 23 Sep 2024
Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module Dingxin Zhang Jianhui Yu Tengfei Xue Chaoyi Zhang Dongnan Liu Weidong Cai 3DPC 46 0 0 15 Jul 2024
Attack on Scene Flow using Point Clouds Haniyeh Ehsani Oskouie M. Moin S. Kasaei 3DPC AAML 29 0 0 21 Apr 2024
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 31 7 0 01 Jul 2023
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples Shengshan Hu Junwei Zhang W. Liu Junhui Hou Minghui Li L. Zhang Hai Jin Lichao Sun AAML 3DPC 25 9 0 22 Nov 2022
3DVerifier: Efficient Robustness Verification for 3D Point Cloud Models Ronghui Mu Wenjie Ruan Leandro Soriano Marcolino Q. Ni 3DPC 24 10 0 15 Jul 2022
Shape-invariant 3D Adversarial Point Clouds Qidong Huang Xiaoyi Dong Dongdong Chen Hang Zhou Weiming Zhang Nenghai Yu 3DPC 19 67 0 08 Mar 2022
LPF-Defense: 3D Adversarial Defense based on Frequency Analysis Hanieh Naderi Kimia Noorbakhsh Arian Etemadi S. Kasaei AAML 14 12 0 23 Feb 2022
Random Walks for Adversarial Meshes Amir Belder Gal Yefet Ran Ben Izhak A. Tal AAML 25 2 0 15 Feb 2022
Detecting Backdoor Attacks Against Point Cloud Classifiers Zhen Xiang David J. Miller Siheng Chen Xi Li G. Kesidis 3DPC AAML 32 15 0 20 Oct 2021
Adversarial Attack by Limited Point Cloud Surface Modifications Atrin Arya Hanieh Naderi S. Kasaei AAML 3DPC 32 4 0 07 Oct 2021
User configurable 3D object regeneration for spatial privacy Arpit Nama Amaya Dharmasiri Kanchana Thilakarathna Albert Zomaya Jaybie A. de Guzman 24 4 0 10 Aug 2021
A Backdoor Attack against 3D Point Cloud Classifiers Zhen Xiang David J. Miller Siheng Chen Xi Li G. Kesidis 3DPC AAML 28 76 0 12 Apr 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Joey Tianyi Zhou 3DPC AAML 60 51 0 30 Mar 2021
SampleNet: Differentiable Point Cloud Sampling Itai Lang Asaf Manor S. Avidan 3DPC 16 163 0 08 Dec 2019
Adversarial shape perturbations on 3D point clouds Daniel Liu Ronald Yu Hao Su 3DPC 21 12 0 16 Aug 2019
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 281 5,835 0 08 Jul 2016