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Physical Adversarial Attack meets Computer Vision: A Decade Survey

30 September 2022

Shiníchi Satoh

Luc Van Gool

Zheng Wang

AAML

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Papers citing "Physical Adversarial Attack meets Computer Vision: A Decade Survey"

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Title
Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving Junhao Zheng Chenhao Lin Jiahao Sun Zhengyu Zhao Qian Li Chao Shen 80 23 0 26 Mar 2024
TPatch: A Triggered Physical Adversarial Patch Wenjun Zhu Xiaoyu Ji Yushi Cheng Shibo Zhang Wenyuan Xu AAML 102 26 0 30 Dec 2023
Towards Transferable Targeted 3D Adversarial Attack in the Physical World Yao Huang Yinpeng Dong Shouwei Ruan Xiao Yang Hang Su Xingxing Wei DiffM 69 17 0 15 Dec 2023
Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack Ningfei Wang Y. Luo Takami Sato Kaidi Xu Qi Alfred Chen AAML 63 34 0 23 Aug 2023
Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World Xingxing Wei Yao Huang Yitong Sun Jie Yu AAML 66 16 0 27 Jul 2023
RFLA: A Stealthy Reflected Light Adversarial Attack in the Physical World Donghua Wang Wen Yao Tingsong Jiang Chong Li Xiaoqian Chen AAML 62 30 0 14 Jul 2023
Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling Zhan Hu Wen-Sheng Chu Xiaopei Zhu Hui Zhang Bo Zhang Xiaolin Hu 73 30 0 04 Jul 2023
Distributional Modeling for Location-Aware Adversarial Patches Xingxing Wei Shouwei Ruan Yinpeng Dong Hang Su DiffM 59 4 0 28 Jun 2023
Towards Benchmarking and Assessing Visual Naturalness of Physical World Adversarial Attacks Simin Li Shuing Zhang Gujun Chen Dong Wang Pu Feng Jiakai Wang Aishan Liu Xin Yi Xianglong Liu AAML 60 18 0 22 May 2023
Physical Adversarial Attacks for Surveillance: A Survey Kien Nguyen Thanh Tharindu Fernando Clinton Fookes Sridha Sridharan AAML 91 8 0 01 May 2023
Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition Xiaohu Yang Chang-Shu Liu Longlong Xu Yikai Wang Yinpeng Dong Ning Chen Hang Su Jun Zhu AAML 78 40 0 28 Mar 2023
Physically Adversarial Infrared Patches with Learnable Shapes and Locations Xingxing Wei Jie Yu Yao Huang AAML 82 40 0 24 Mar 2023
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection Aishan Liu Jun Guo Jiakai Wang Siyuan Liang Renshuai Tao Wenbo Zhou Cong Liu Xianglong Liu Dacheng Tao AAML 94 65 0 19 Feb 2023
Simultaneously Optimizing Perturbations and Positions for Black-box Adversarial Patch Attacks Xingxing Wei Yingjie Guo Jie Yu Bo Zhang AAML 98 52 0 26 Dec 2022
HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design Hui Wei Zhixiang Wang Xuemei Jia Yinqiang Zheng Haoling Tang Shiníchi Satoh Zheng Wang AAML 78 40 0 12 Dec 2022
REAP: A Large-Scale Realistic Adversarial Patch Benchmark Nabeel Hingun Chawin Sitawarin Jerry Li David Wagner AAML 87 15 0 12 Dec 2022
T-SEA: Transfer-based Self-Ensemble Attack on Object Detection Hao Huang Ziyan Chen Huanran Chen Yongtao Wang Ke-Yue Zhang AAML 102 59 0 16 Nov 2022
Differential Evolution based Dual Adversarial Camouflage: Fooling Human Eyes and Object Detectors Jialiang Sun Tingsong Jiang Wen Yao Donghua Wang Xiaoqian Chen AAML 77 16 0 17 Oct 2022
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints Yinpeng Dong Shouwei Ruan Hang Su Cai Kang Xingxing Wei Junyi Zhu AAML 82 50 0 08 Oct 2022
A Survey on Physical Adversarial Attack in Computer Vision Donghua Wang Wen Yao Tingsong Jiang Guijian Tang Xiaoqian Chen AAML 131 39 0 28 Sep 2022
Adversarial Color Film: Effective Physical-World Attack to DNNs Chen-Hao Hu Weiwen Shi AAML 172 14 0 02 Sep 2022
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches Zhiyuan Cheng James Liang Hongjun Choi Guanhong Tao Zhiwen Cao Dongfang Liu Xiangyu Zhang AAML MDE 64 86 0 11 Jul 2022
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning Baoyuan Wu Hongrui Chen Ruotong Wang Zihao Zhu Shaokui Wei Danni Yuan Chaoxiao Shen ELM AAML 122 145 0 25 Jun 2022
Adversarial Laser Spot: Robust and Covert Physical-World Attack to DNNs Chen-Hao Hu Yilong Wang Kalibinuer Tiliwalidi Wen Li AAML 91 16 0 02 Jun 2022
Physical-World Optical Adversarial Attacks on 3D Face Recognition Yanjie Li Yiquan Li Xuelong Dai Songtao Guo Bin Xiao AAML 128 31 0 26 May 2022
Infrared Invisible Clothing:Hiding from Infrared Detectors at Multiple Angles in Real World Xiaopei Zhu Zhan Hu Siyuan Huang Jianmin Li Xiaolin Hu AAML 57 56 0 12 May 2022
CoCa: Contrastive Captioners are Image-Text Foundation Models Jiahui Yu Zirui Wang Vijay Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu VLM CLIP OffRL 188 1,309 0 04 May 2022
Defensive Patches for Robust Recognition in the Physical World Jiakai Wang Zixin Yin Pengfei Hu Aishan Liu Renshuai Tao Haotong Qin Xianglong Liu Dacheng Tao AAML 67 30 0 13 Apr 2022
Zero-Query Transfer Attacks on Context-Aware Object Detectors Zikui Cai S. Rane Alejandro E. Brito Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury M. Salman Asif AAML 51 22 0 29 Mar 2022
DTA: Physical Camouflage Attacks using Differentiable Transformation Network Naufal Suryanto Yongsu Kim Hyoeun Kang Harashta Tatimma Larasati Youngyeo Yun Thi-Thu-Huong Le Hunmin Yang Se-Yoon Oh Howon Kim AAML 88 61 0 18 Mar 2022
Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon Yiqi Zhong Xianming Liu Deming Zhai Junjun Jiang Xiangyang Ji AAML 143 149 0 08 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 193 1,466 0 07 Mar 2022
Adversarial Texture for Fooling Person Detectors in the Physical World Zhan Hu Siyuan Huang Xiaopei Zhu Gang Hua Bo Zhang Xiaolin Hu AAML 71 106 0 07 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 301 30,157 0 01 Mar 2022
Context-Aware Transfer Attacks for Object Detection Zikui Cai Xinxin Xie Shasha Li Mingjun Yin Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury M. Salman Asif AAML 71 28 0 06 Dec 2021
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks Xiangyu Qi Tinghao Xie Ruizhe Pan Jifeng Zhu Yong-Liang Yang Kai Bu AAML 91 59 0 25 Nov 2021
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems Bao Gia Doan Minhui Xue Shiqing Ma Ehsan Abbasnejad Damith C. Ranasinghe AAML 99 55 0 19 Nov 2021
Robust Feature-Level Adversaries are Interpretability Tools Stephen Casper Max Nadeau Dylan Hadfield-Menell Gabriel Kreiman AAML 136 28 0 07 Oct 2021
Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations Shasha Li Abhishek Aich Shitong Zhu M. Salman Asif Chengyu Song Amit K. Roy-Chowdhury S. Krishnamurthy AAML 191 39 0 05 Oct 2021
On Brightness Agnostic Adversarial Examples Against Face Recognition Systems Inderjeet Singh Satoru Momiyama Kazuya Kakizaki Toshinori Araki AAML 78 12 0 29 Sep 2021
FCA: Learning a 3D Full-coverage Vehicle Camouflage for Multi-view Physical Adversarial Attack Donghua Wang Tingsong Jiang Jialiang Sun Weien Zhou Xiaoya Zhang Zhiqiang Gong Wen Yao Xiaoqian Chen AAML 90 106 0 15 Sep 2021
NEAT: Neural Attention Fields for End-to-End Autonomous Driving Kashyap Chitta Aditya Prakash Andreas Geiger 3DPC 112 215 0 09 Sep 2021
Towards Transferable Adversarial Attacks on Vision Transformers Zhipeng Wei Jingjing Chen Micah Goldblum Zuxuan Wu Tom Goldstein Yu-Gang Jiang ViT AAML 100 124 0 09 Sep 2021
Learning Coated Adversarial Camouflages for Object Detectors Yexin Duan Jialin Chen Xingyu Zhou Junhua Zou Zhengyun He Jin Zhang Wu Zhang Zhisong Pan AAML 78 27 0 01 Sep 2021
Physical Adversarial Attacks on an Aerial Imagery Object Detector Andrew Du Bo Chen Tat-Jun Chin Yee Wei Law Michele Sasdelli Ramesh Rajasegaran Dillon Campbell AAML 122 61 0 26 Aug 2021
Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection Renshuai Tao Yanlu Wei Xiangjian Jiang Hainan Li Haotong Qin Jiakai Wang Yuqing Ma Libo Zhang Xianglong Liu 68 76 0 23 Aug 2021
DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets Junru Gu Chen Sun Hang Zhao 173 421 0 22 Aug 2021
Optical Adversarial Attack Abhiram Gnanasambandam A. Sherman Stanley H. Chan AAML 100 67 0 13 Aug 2021
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks F. Nesti Giulio Rossolini Saasha Nair Alessandro Biondi Giorgio Buttazzo AAML 79 76 0 13 Aug 2021
Meta Gradient Adversarial Attack Zheng Yuan Jie Zhang Yunpei Jia Chuanqi Tan Tao Xue Shiguang Shan AAML 104 79 0 09 Aug 2021