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DPatch: An Adversarial Patch Attack on Object Detectors

5 June 2018

Huanrui Yang

Yiran Chen

Papers citing "DPatch: An Adversarial Patch Attack on Object Detectors"

50 / 143 papers shown

Title
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and BenchmarkingJournal of remote sensing (JRS), 2023 Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 282 14 0 21 Jun 2023
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in RetailMachine-mediated learning (ML), 2023 Omer Hofman Amit Giloni Yarin Hayun I. Morikawa Toshiya Shimizu Yuval Elovici A. Shabtai AAML 207 8 0 14 Jun 2023
Area is all you need: repeatable elements make stronger adversarial attacks D. Niederhut AAML 151 0 0 13 Jun 2023
Architecture-agnostic Iterative Black-box Certified Defense against Adversarial PatchesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Dichao Yang Yihao Huang Qing Guo Felix Juefei Xu Ming Hu Yang Liu G. Pu AAML 203 2 0 18 May 2023
Physical Adversarial Attacks for Surveillance: A SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Kien Nguyen Thanh Tharindu Fernando Clinton Fookes Sridha Sridharan AAML 277 25 0 01 May 2023
Jedi: Entropy-based Localization and Removal of Adversarial PatchesComputer Vision and Pattern Recognition (CVPR), 2023 Bilel Tarchoun Anouar Ben Khalifa Mohamed Ali Mahjoub Nael B. Abu-Ghazaleh Ihsen Alouani AAML 156 51 0 20 Apr 2023
RoboBEV: Towards Robust Bird's Eye View Perception under Corruptions Shaoyuan Xie Lingdong Kong Wenwei Zhang Jiawei Ren Liang Pan Kai-xiang Chen Ziwei Liu 133 41 0 13 Apr 2023
Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2023 Zijian Zhu Yichi Zhang Hai Chen Yinpeng Dong Shu Zhao Wenbo Ding Jiachen Zhong Shibao Zheng AAML 3DPC 157 60 0 30 Mar 2023
Ensemble-based Blackbox Attacks on Dense PredictionComputer Vision and Pattern Recognition (CVPR), 2023 Zikui Cai Yaoteng Tan M. Salman Asif AAML 143 29 0 25 Mar 2023
Patch of Invisibility: Naturalistic Physical Black-Box Adversarial Attacks on Object Detectors Raz Lapid Eylon Mizrahi Moshe Sipper AAML 265 3 0 07 Mar 2023
To Make Yourself Invisible with Adversarial Semantic ContoursComputer Vision and Image Understanding (CVIU), 2023 Yichi Zhang Zijian Zhu Hang Su Jun Zhu Shibao Zheng Yuan He H. Xue AAML 111 5 0 01 Mar 2023
GLOW: Global Layout Aware Attacks on Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Buyu Liu BaoJun Jianping Fan Xi Peng Kui Ren Jun Yu AAML 197 0 0 27 Feb 2023
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item DetectionUSENIX Security Symposium (USENIX Security), 2023 Aishan Liu Jun Guo Jinyang Guo Yaning Tan Renshuai Tao Wenbo Zhou Cong Liu Xianglong Liu Dacheng Tao AAML 168 89 0 19 Feb 2023
Threatening Patch Attacks on Object Detection in Optical Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Xuxiang Sun Gong Cheng Lei Pei Hongda Li Junwei Han AAML 124 44 0 13 Feb 2023
Black Box Adversarial Prompting for Foundation Models Natalie Maus Patrick Chao Eric Wong Jacob R. Gardner VLM 209 71 0 08 Feb 2023
On the Robustness of Randomized Ensembles to Adversarial PerturbationsInternational Conference on Machine Learning (ICML), 2023 Hassan Dbouk Naresh R Shanbhag AAML 248 8 0 02 Feb 2023
On the Adversarial Robustness of Camera-based 3D Object Detection Shaoyuan Xie Zichao Li Zeyu Wang Cihang Xie AAML 185 21 0 25 Jan 2023
RobArch: Designing Robust Architectures against Adversarial Attacks Sheng-Hsuan Peng Weilin Xu Cory Cornelius Kevin Wenliang Li Rahul Duggal Duen Horng Chau Jason Martin AAML 150 8 0 08 Jan 2023
Carpet-bombing patch: attacking a deep network without usual requirements Pol Labarbarie Adrien Chan-Hon-Tong Stéphane Herbin Milad Leyli-Abadi AAML 145 1 0 12 Dec 2022
HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable DesignAAAI Conference on Artificial Intelligence (AAAI), 2022 Hui Wei Zhixiang Wang Xuemei Jia Yinqiang Zheng Haoling Tang Shiníchi Satoh Zheng Wang AAML 152 53 0 12 Dec 2022
REAP: A Large-Scale Realistic Adversarial Patch BenchmarkIEEE International Conference on Computer Vision (ICCV), 2022 Nabeel Hingun Chawin Sitawarin Jerry Li David Wagner AAML 232 23 0 12 Dec 2022
General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments Xiaohan Li Hengshuang Zhao Juil Sock Jiaya Jia AAML 123 6 0 11 Dec 2022
Attacking Object Detector Using A Universal Targeted Label-Switch Patch Avishag Shapira Ron Bitton D. Avraham Alon Zolfi Yuval Elovici A. Shabtai AAML 111 11 0 16 Nov 2022
Differential Evolution based Dual Adversarial Camouflage: Fooling Human Eyes and Object DetectorsNeural Networks (NN), 2022 Jialiang Sun Tingsong Jiang Wen Yao Donghua Wang Xiaoqian Chen AAML 223 25 0 17 Oct 2022
A Survey on Physical Adversarial Attack in Computer Vision Donghua Wang Wen Yao Tingsong Jiang Guijian Tang Xiaoqian Chen AAML 406 47 0 28 Sep 2022
Suppress with a Patch: Revisiting Universal Adversarial Patch Attacks against Object Detection Svetlana Pavlitskaya Jonas Hendl Sebastian Kleim Leopold Müller Fabian Wylczoch J. Marius Zöllner AAML 177 5 0 27 Sep 2022
Adversarial Detection: Attacking Object Detection in Real Time Han-Ching Wu Syed Yunas Sareh Rowlands Wenjie Ruan Johan Wahlstrom AAML 363 5 0 05 Sep 2022
InvisibiliTee: Angle-agnostic Cloaking from Person-Tracking Systems with a TeeInternational Conference on Artificial Neural Networks (ICANN), 2022 Yaxian Li Bingqing Zhang Guoping Zhao Mingyu Zhang Jiajun Liu Ziwei Wang Jirong Wen 165 2 0 15 Aug 2022
Scale-free and Task-agnostic Attack: Generating Photo-realistic Adversarial Patterns with Patch Quilting Generator Yantao Du Cheng Luo Qinliang Lin Weicheng Xie Minmin Liu Linlin Shen Keerthy Kusumam Siyang Song 198 7 0 12 Aug 2022
Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection Svetlana Pavlitskaya Bianca-Marina Codau J. Marius Zöllner AAML 133 13 0 15 Jul 2022
Adversarially-Aware Robust Object DetectorEuropean Conference on Computer Vision (ECCV), 2022 Ziyi Dong Pengxu Wei Guanbin Li AAML ObjD 214 35 0 13 Jul 2022
PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the PatchIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Ke Xu Yao Xiao Zhao-Heng Zheng Kaijie Cai Ramkant Nevatia AAML 234 49 0 05 Jul 2022
Empirical Evaluation of Physical Adversarial Patch Attacks Against Overhead Object Detection Models Gavin Hartnett Li Ang Zhang Caolionn L O'Connell A. Lohn Jair Aguirre AAML 142 4 0 25 Jun 2022
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors? Hui Xia Rui Zhang Zizi Kang Shuliang Jiang AAML 88 0 0 22 Jun 2022
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey Abhijith Sharma Yijun Bian Phil Munz Apurva Narayan VLM AAML 214 28 0 16 Jun 2022
Using Frequency Attention to Make Adversarial Patch Powerful Against Person DetectorIEEE Access (IEEE Access), 2022 Xiaochun Lei Chang Lu Zetao Jiang Zhaoting Gong Xiang Cai Linjun Lu AAML 121 9 0 10 May 2022
Defensive Patches for Robust Recognition in the Physical WorldComputer Vision and Pattern Recognition (CVPR), 2022 Jinyang Guo Zixin Yin Pengfei Hu Aishan Liu Renshuai Tao Haotong Qin Xianglong Liu Dacheng Tao AAML 151 33 0 13 Apr 2022
Zero-Query Transfer Attacks on Context-Aware Object DetectorsComputer Vision and Pattern Recognition (CVPR), 2022 Zikui Cai S. Rane Alejandro E. Brito Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury M. Salman Asif AAML 171 25 0 29 Mar 2022
Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?International Conference on Learning Representations (ICLR), 2022 Y. Fu Shunyao Zhang Shan-Hung Wu Cheng Wan Yingyan Lin AAML 300 82 0 16 Mar 2022
Developing Imperceptible Adversarial Patches to Camouflage Military Assets From Computer Vision Enabled Technologies Christopher Wise Jo Plested AAML 108 8 0 17 Feb 2022
ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic MaskingIEEE Symposium on Security and Privacy (IEEE S&P), 2022 Chong Xiang Alexander Valtchanov Saeed Mahloujifar Prateek Mittal AAML 275 36 0 03 Feb 2022
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Yaning Tan Baoyuan Wu Yanbo Fan Xingxing Wei Xiaochun Cao AAML 252 89 0 22 Jan 2022
ROOM: Adversarial Machine Learning Attacks Under Real-Time ConstraintsIEEE International Joint Conference on Neural Network (IJCNN), 2022 Amira Guesmi Khaled N. Khasawneh Nael B. Abu-Ghazaleh Ihsen Alouani AAML 118 16 0 05 Jan 2022
Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection Jiangjiang Liu Alexander Levine Chun Pong Lau Ramalingam Chellappa Soheil Feizi AAML 203 114 0 08 Dec 2021
Context-Aware Transfer Attacks for Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2021 Zikui Cai Xinxin Xie Shasha Li Mingjun Yin Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury M. Salman Asif AAML 163 34 0 06 Dec 2021
Adversarial Attacks Against Deep Generative Models on Data: A Survey Hui Sun Tianqing Zhu Zhiqiu Zhang Dawei Jin Wanlei Zhou AAML 372 62 0 01 Dec 2021
Certified Patch Robustness via Smoothed Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2021 Hadi Salman Saachi Jain Eric Wong Aleksander Mkadry AAML 159 66 0 11 Oct 2021
Adversarial Attacks in a Multi-view Setting: An Empirical Study of the Adversarial Patches Inter-view TransferabilityInternational Conference on Cyberworlds (CW), 2021 Bilel Tarchoun Ihsen Alouani Anouar Ben Khalifa Mohamed Ali Mahjoub AAML 97 7 0 10 Oct 2021
You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors Zijian Zhu Hang Su Chang-rui Liu Wenzhao Xiang Shibao Zheng AAML 94 7 0 30 Sep 2021
PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier Chong Xiang Saeed Mahloujifar Prateek Mittal VLM AAML 197 93 0 20 Aug 2021