Robustness of 3D Deep Learning in an Adversarial Setting

1 April 2019

Papers citing "Robustness of 3D Deep Learning in an Adversarial Setting"

24 / 24 papers shown

Title
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 116 9 0 01 Jul 2023
Adaptive Local Adversarial Attacks on 3D Point Clouds for Augmented Reality Weiquan Liu Shijun Zheng Cheng-i Wang 3DPC AAML 55 2 0 12 Mar 2023
GMCR: Graph-based Maximum Consensus Estimation for Point Cloud Registration Michael Gentner P. Murali Mohsen Kaboli 3DPC 72 4 0 07 Mar 2023
Invariance-Aware Randomized Smoothing Certificates Jan Schuchardt Stephan Günnemann AAML 56 6 0 25 Nov 2022
Isometric 3D Adversarial Examples in the Physical World Yibo Miao Yinpeng Dong Junyi Zhu Xiao-Shan Gao 104 32 0 27 Oct 2022
3DVerifier: Efficient Robustness Verification for 3D Point Cloud Models Ronghui Mu Wenjie Ruan Leandro Soriano Marcolino Q. Ni 3DPC 91 10 0 15 Jul 2022
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data David Schinagl Georg Krispel Horst Possegger P. Roth Horst Bischof 3DPC 60 19 0 13 Apr 2022
How Do We Fail? Stress Testing Perception in Autonomous Vehicles Harrison Delecki Masha Itkina Bernard Lange Ransalu Senanayake Mykel J. Kochenderfer 84 24 0 26 Mar 2022
LPF-Defense: 3D Adversarial Defense based on Frequency Analysis Hanieh Naderi Kimia Noorbakhsh Arian Etemadi S. Kasaei AAML 71 14 0 23 Feb 2022
Random Walks for Adversarial Meshes Amir Belder Gal Yefet Ran Ben Izhak A. Tal AAML 76 2 0 15 Feb 2022
Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification Daizong Liu Wei Hu 3DPC 125 51 0 22 Nov 2021
Explainability-Aware One Point Attack for Point Cloud Neural Networks Hanxiao Tan Helena Kotthaus 3DPC AAML 84 11 0 08 Oct 2021
Adversarial Attack by Limited Point Cloud Surface Modifications Atrin Arya Hanieh Naderi S. Kasaei AAML 3DPC 76 6 0 07 Oct 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Mian Navid Kardan M. Shah AAML 162 241 0 01 Aug 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud Yiming Sun F. Chen Zhiyu Chen Mingjie Wang 3DPC AAML 61 16 0 19 May 2021
Robustness Certification for Point Cloud Models Tobias Lorenz Anian Ruoss Mislav Balunović Gagandeep Singh Martin Vechev 3DPC 101 26 0 30 Mar 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Qiufeng Wang 3DPC AAML 162 53 0 30 Mar 2021
Fooling LiDAR Perception via Adversarial Trajectory Perturbation Yiming Li Congcong Wen Felix Juefei Xu Chen Feng 3DPC AAML 108 53 0 29 Mar 2021
PointGuard: Provably Robust 3D Point Cloud Classification Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong 3DPC 123 75 0 04 Mar 2021
Learning Loss for Test-Time Augmentation Ildoo Kim Younghoon Kim Sungwoong Kim OOD 80 92 0 22 Oct 2020
Shadow-Catcher: Looking Into Shadows to Detect Ghost Objects in Autonomous Vehicle 3D Sensing Zhongyuan Hau Soteris Demetriou Luis Muñoz-González Emil C. Lupu 33 5 0 27 Aug 2020
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval S. Rehman M. Waqas Shanshan Tu Anis Koubaa O. Rehman Jawad Ahmad Muhammad Hanif Zhu Han 30 6 0 21 Jul 2020
Physically Realizable Adversarial Examples for LiDAR Object Detection James Tu Mengye Ren S. Manivasagam Ming Liang Binh Yang Richard Du Frank Cheng R. Urtasun 3DPC 93 241 0 01 Apr 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks Yue Zhao Yuwei Wu Caihua Chen A. Lim 3DPC 97 72 0 27 Feb 2020