PointBA: Towards Backdoor Attacks in 3D Point Cloud

30 March 2021

Papers citing "PointBA: Towards Backdoor Attacks in 3D Point Cloud"

32 / 32 papers shown

Title
GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion Jiaxin Hong Sixu Chen Shuoyang Sun Hongyao Yu Hao Fang Yuqi Tan B. Chen Shuhan Qi Jiawei Li 3DGS AAML 29 0 0 29 Apr 2025
ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration Youngseok Kim Sunwook Hwang Hyung-Sin Kim S. Bahk DiffM 3DPC 44 0 0 10 Mar 2025
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior Yi Yu Yufei Wang Wenhan Yang Lanqing Guo Shijian Lu Ling-yu Duan Yap-Peng Tan Alex C. Kot AAML 61 0 0 02 Dec 2024
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need Xianlong Wang Minghui Li Wei Liu Hangtao Zhang Shengshan Hu Yechao Zhang Ziqi Zhou Hai Jin 3DPC MU 22 1 0 04 Oct 2024
BadHMP: Backdoor Attack against Human Motion Prediction Chaohui Xu Si Wang Chip-Hong Chang AAML 16 1 0 29 Sep 2024
Fisher Information guided Purification against Backdoor Attacks Nazmul Karim Abdullah Al Arafat Adnan Siraj Rakin Zhishan Guo Nazanin Rahnavard AAML 30 1 0 01 Sep 2024
Towards Physical World Backdoor Attacks against Skeleton Action Recognition Qichen Zheng Yi Yu Siyuan Yang Jun Liu Kwok-Yan Lam Alex C. Kot AAML 20 1 0 16 Aug 2024
IPA-NeRF: Illusory Poisoning Attack Against Neural Radiance Fields Wenxiang Jiang Hanwei Zhang Shuo Zhao Zhongwen Guo China AAML 21 0 0 16 Jul 2024
Augmented Neural Fine-Tuning for Efficient Backdoor Purification Nazmul Karim Abdullah Al Arafat Umar Khalid Zhishan Guo Nazanin Rahnavard AAML 20 1 0 14 Jul 2024
Event Trojan: Asynchronous Event-based Backdoor Attacks Ruofei Wang Qing Guo Haoliang Li Renjie Wan 34 0 0 09 Jul 2024
Toward Availability Attacks in 3D Point Clouds Yifan Zhu Yibo Miao Yinpeng Dong Xiao-Shan Gao 3DPC AAML 20 1 0 26 Jun 2024
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection Saket S. Chaturvedi Lan Zhang Wenbin Zhang Pan He Xiaoyong Yuan 3DPC 32 1 0 06 May 2024
CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against Backdoor Attacks via Spatial Partitioning and Ensemble Prediction Wenhao Lan Yijun Yang Haihua Shen Sha Li 3DPC 36 0 0 22 Apr 2024
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models Zhen Xiang Fengqing Jiang Zidi Xiong Bhaskar Ramasubramanian Radha Poovendran Bo Li LRM SILM 11 15 0 20 Jan 2024
Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey Yichen Wan Youyang Qu Wei Ni Yong Xiang Longxiang Gao Ekram Hossain AAML 22 9 0 14 Dec 2023
Risk-optimized Outlier Removal for Robust 3D Point Cloud Classification Xinke Li Junchi Lu Henghui Ding Changsheng Sun Joey Tianyi Zhou Chee Yeow Meng 3DPC 25 2 0 20 Jul 2023
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger Yi Yu Yufei Wang Wenhan Yang Shijian Lu Yap-Peng Tan Alex C. Kot 35 25 0 28 Feb 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 26 16 0 19 Feb 2023
Backdoor Attacks Against Dataset Distillation Yugeng Liu Zheng Li Michael Backes Yun Shen Yang Zhang DD 8 1 0 03 Jan 2023
Be Careful with Rotation: A Uniform Backdoor Pattern for 3D Shape Linkun Fan Fazhi He Qingchen Guo Wei Tang Xiaolin Hong Bing Li AAML 3DPC 13 1 0 28 Nov 2022
Isometric 3D Adversarial Examples in the Physical World Yibo Miao Yinpeng Dong Junyi Zhu Xiao-Shan Gao 25 20 0 27 Oct 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 9 15 0 24 Oct 2022
Imperceptible and Robust Backdoor Attack in 3D Point Cloud Kuofeng Gao Jiawang Bai Baoyuan Wu Mengxi Ya Shutao Xia AAML 3DPC 12 1 0 17 Aug 2022
Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation Tong Wu Tianhao Wang Vikash Sehwag Saeed Mahloujifar Prateek Mittal AAML 11 25 0 22 Jul 2022
Verifiable Access Control for Augmented Reality Localization and Mapping Shaowei Zhu Hyo Jin Kim Maurizio Monge G. E. Suh Armin Alaghi Brandon Reagen Vincent T. Lee 4 1 0 24 Mar 2022
Explainability-Aware One Point Attack for Point Cloud Neural Networks Hanxiao Tan Helena Kotthaus 3DPC AAML 6 7 0 08 Oct 2021
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning Kuofeng Gao Jiawang Bai Bin Chen Dongxian Wu Shutao Xia AAML 26 1 0 18 Sep 2021
Accumulative Poisoning Attacks on Real-time Data Tianyu Pang Xiao Yang Yinpeng Dong Hang Su Jun Zhu 14 1 0 18 Jun 2021
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 6 561 0 17 Jul 2020
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 158 252 0 06 Mar 2020
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 99 244 0 09 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 199 12,351 0 02 Dec 2016