Fooling the Eyes of Autonomous Vehicles: Robust Physical Adversarial Examples Against Traffic Sign Recognition Systems

17 January 2022

Papers citing "Fooling the Eyes of Autonomous Vehicles: Robust Physical Adversarial Examples Against Traffic Sign Recognition Systems"

21 / 21 papers shown

Title
Mitigation of Camouflaged Adversarial Attacks in Autonomous Vehicles--A Case Study Using CARLA Simulator Yago Romano Martinez Brady Carter Abhijeet Solanki Wesam Al Amiri Syed Rafay Hasan Terry N. Guo AAML 39 0 0 03 Feb 2025
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature Yichen Wang Yuxuan Chou Ziqi Zhou Hangtao Zhang Wei Wan Shengshan Hu Minghui Li AAML 99 2 0 22 Dec 2024
Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras Roberto Riaño Gorka Abad S. Picek A. Urbieta AAML 14 0 0 05 Nov 2024
ITPatch: An Invisible and Triggered Physical Adversarial Patch against Traffic Sign Recognition Shuai Yuan Hongwei Li Xingshuo Han Guowen Xu Wenbo Jiang Tao Ni Qingchuan Zhao Yuguang Fang 22 4 0 19 Sep 2024
Revisiting Physical-World Adversarial Attack on Traffic Sign Recognition: A Commercial Systems Perspective Ningfei Wang Shaoyuan Xie Takami Sato Yunpeng Luo Kaidi Xu Qi Alfred Chen AAML 19 0 0 15 Sep 2024
Secure Traffic Sign Recognition: An Attention-Enabled Universal Image Inpainting Mechanism against Light Patch Attacks Hangcheng Cao Longzhi Yuan Guowen Xu Ziyang He Zhengru Fang Yuguang Fang AAML 28 1 0 06 Sep 2024
ControlLoc: Physical-World Hijacking Attack on Visual Perception in Autonomous Driving Chen Ma Ningfei Wang Zhengyu Zhao Qian Wang Qi Alfred Chen Chao Shen AAML 21 1 0 09 Jun 2024
SlowPerception: Physical-World Latency Attack against Visual Perception in Autonomous Driving Chen Ma Ningfei Wang Zhengyu Zhao Qi Alfred Chen Chao Shen 20 0 0 09 Jun 2024
Invisible Reflections: Leveraging Infrared Laser Reflections to Target Traffic Sign Perception Takami Sato Sri Hrushikesh Varma Bhupathiraju Michael Clifford Takeshi Sugawara Qi Alfred Chen Sara Rampazzi AAML 15 17 0 07 Jan 2024
Dynamic Adversarial Attacks on Autonomous Driving Systems Amirhosein Chahe Chenan Wang Abhishek S. Jeyapratap Kaidi Xu Lifeng Zhou AAML 10 6 0 10 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 12 21 0 23 Aug 2023
Self-Deception: Reverse Penetrating the Semantic Firewall of Large Language Models Zhenhua Wang Wei Xie Kai Chen Baosheng Wang Zhiwen Gui Enze Wang AAML SILM 12 5 0 16 Aug 2023
Why Don't You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations Yi Han Matthew Chan Eric Wengrowski Zhuo Li Nils Ole Tippenhauer Mani B. Srivastava S. Zonouz L. Garcia AAML 6 1 0 24 Jul 2023
Towards Generic and Controllable Attacks Against Object Detection Guopeng Li Yue Xu Jian Ding Guisong Xia AAML 23 6 0 23 Jul 2023
Adversarial Attacks on Traffic Sign Recognition: A Survey Svetlana Pavlitska Nico Lambing J. Marius Zöllner AAML 11 6 0 17 Jul 2023
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 6 11 0 21 Jun 2023
A Survey on Physical Adversarial Attack in Computer Vision Donghua Wang Wen Yao Tingsong Jiang Guijian Tang Xiaoqian Chen AAML 51 32 0 28 Sep 2022
On the Robustness of Face Recognition Algorithms Against Attacks and Bias Richa Singh Akshay Agarwal Maneet Singh Shruti Nagpal Mayank Vatsa CVBM AAML 33 65 0 07 Feb 2020
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 136 422 0 16 Apr 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 203 19,191 0 21 Nov 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 247 5,813 0 08 Jul 2016