Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink

11 March 2021

Papers citing "Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink"

50 / 72 papers shown

Title
Adversarial Examples in Environment Perception for Automated Driving (Review) Jun Yan Huilin Yin AAML 34 0 0 11 Apr 2025
Towards Benchmarking and Assessing the Safety and Robustness of Autonomous Driving on Safety-critical Scenarios Jingzheng Li X. Liu Shikui Wei Zhijun Chen B. Li Qing-Wu Guo Xianqi Yang Yanjun Pu Jiakai Wang AAML ELM 74 0 0 31 Mar 2025
Adversarial Wear and Tear: Exploiting Natural Damage for Generating Physical-World Adversarial Examples Samra Irshad Seungkyu Lee Nassir Navab Hong Joo Lee S. T. Kim GAN AAML 86 0 0 27 Mar 2025
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges Nandish Chattopadhyay Abdul Basit B. Ouni Muhammad Shafique AAML 31 0 0 01 Mar 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 115 3 0 22 Dec 2024
Texture- and Shape-based Adversarial Attacks for Vehicle Detection in Synthetic Overhead Imagery Mikael Yeghiazaryan Sai Abhishek Siddhartha Namburu Emily Kim Stanislav Panev Celso de Melo Brent Lance Fernando De la Torre Jessica K. Hodgins AAML 75 0 0 20 Dec 2024
Physics-Based Adversarial Attack on Near-Infrared Human Detector for Nighttime Surveillance Camera Systems Muyao Niu Z. Li Yifan Zhan H. Nguyen Isao Echizen Yinqiang Zheng AAML 91 3 0 18 Dec 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 34 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 26 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 36 2 0 06 Sep 2024
SoK: Security of the Image Processing Pipeline in Autonomous Vehicles Michael Kuhr Mohammad Hamad Pedram MohajerAnsari Mert D. Pesé Sebastian Steinhorst 34 0 0 02 Sep 2024
BankTweak: Adversarial Attack against Multi-Object Trackers by Manipulating Feature Banks Woojin Shin Donghwa Kang Daejin Choi Brent Kang Jinkyu Lee Hyeongboo Baek VOT AAML 23 0 0 22 Aug 2024
Attack Anything: Blind DNNs via Universal Background Adversarial Attack Jiawei Lian Shaohui Mei Xiaofei Wang Yi Wang Lefan Wang Yingjie Lu Mingyang Ma Lap-Pui Chau AAML 31 1 0 17 Aug 2024
DePatch: Towards Robust Adversarial Patch for Evading Person Detectors in the Real World Jikang Cheng Ying Zhang Zhongyuan Wang Zou Qin Chen Li AAML 35 0 0 13 Aug 2024
Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective Zhaoxin Wang Handing Wang Cong Tian Yaochu Jin AAML 59 2 0 17 Jul 2024
Rethinking the Threat and Accessibility of Adversarial Attacks against Face Recognition Systems Yuxin Cao Yumeng Zhu Derui Wang Sheng Wen Minhui Xue Jin Lu Hao Ge AAML 42 0 0 11 Jul 2024
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks Zhiyuan Cheng Cheng Han James Liang Qifan Wang Xiangyu Zhang Dongfang Liu AAML 34 4 0 09 Jun 2024
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks Zhiyuan Cheng Zhaoyi Liu Tengda Guo Shiwei Feng Dongfang Liu Mingjie Tang Xiangyu Zhang AAML 32 3 0 01 Apr 2024
Machine Learning Robustness: A Primer Houssem Ben Braiek Foutse Khomh AAML OOD 34 5 0 01 Apr 2024
Towards Non-Adversarial Algorithmic Recourse Tobias Leemann Martin Pawelczyk Bardh Prenkaj Gjergji Kasneci AAML 28 1 0 15 Mar 2024
Adversarial Infrared Geometry: Using Geometry to Perform Adversarial Attack against Infrared Pedestrian Detectors Kalibinuer Tiliwalidi AAML 46 0 0 06 Mar 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 27 4 0 24 Feb 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 25 17 0 07 Jan 2024
Adversarial Infrared Curves: An Attack on Infrared Pedestrian Detectors in the Physical World Chen-Hao Hu Weiwen Shi AAML 30 3 0 21 Dec 2023
Embodied Adversarial Attack: A Dynamic Robust Physical Attack in Autonomous Driving Yitong Sun Yao Huang Xingxing Wei AAML 15 1 0 15 Dec 2023
Adversarial Camera Patch: An Effective and Robust Physical-World Attack on Object Detectors Kalibinuer Tiliwalidi AAML 29 2 0 11 Dec 2023
ScAR: Scaling Adversarial Robustness for LiDAR Object Detection Xiaohu Lu H. Radha AAML 3DPC 33 0 0 05 Dec 2023
Adversarial Doodles: Interpretable and Human-drawable Attacks Provide Describable Insights Ryoya Nara Yusuke Matsui AAML 24 0 0 27 Nov 2023
Adversarial Examples in the Physical World: A Survey Jiakai Wang Xianglong Liu Jin Hu Donghua Wang Siyang Wu Tingsong Jiang Wenbiao Yao Aishan Liu Aishan Liu Jiantao Zhou AAML 33 4 0 01 Nov 2023
Adversarial sample generation and training using geometric masks for accurate and resilient license plate character recognition Bishal Shrestha Griwan Khakurel Kritika Simkhada Badri Adhikari AAML 19 0 0 25 Oct 2023
Fast Propagation is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks Xiaojun Jia Jianshu Li Jindong Gu Yang Bai Xiaochun Cao AAML 22 9 0 24 Oct 2023
SCME: A Self-Contrastive Method for Data-free and Query-Limited Model Extraction Attack Renyang Liu Jinhong Zhang Kwok-Yan Lam Jun Zhao Wei Zhou 15 1 0 15 Oct 2023
Seeing Is Not Always Believing: Invisible Collision Attack and Defence on Pre-Trained Models Minghan Deng Zhong Zhang Junming Shao AAML 13 0 0 24 Sep 2023
Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization Huihui Gong Minjing Dong Siqi Ma S. Çamtepe Surya Nepal Chang Xu AAML 11 4 0 18 Sep 2023
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammed Shafique AAML 23 21 0 11 Aug 2023
RFLA: A Stealthy Reflected Light Adversarial Attack in the Physical World Donghua Wang Wen Yao Tingsong Jiang C. Li Xiaoqian Chen AAML 15 28 0 14 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 23 11 0 21 Jun 2023
Spike timing reshapes robustness against attacks in spiking neural networks Jianhao Ding Zhaofei Yu Tiejun Huang Jian K. Liu AAML 24 1 0 09 Jun 2023
Adversarial Infrared Blocks: A Multi-view Black-box Attack to Thermal Infrared Detectors in Physical World Chen-Hao Hu Weiwen Shi Tingsong Jiang Wen Yao Ling Tian Xiaoqian Chen AAML 33 4 0 21 Apr 2023
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection Zhuoxiao Li Zhihang Zhong S. Nobuhara Ko Nishino Yinqiang Zheng AAML 25 1 0 31 Mar 2023
State-of-the-art optical-based physical adversarial attacks for deep learning computer vision systems Jun-bin Fang You Jiang Canjian Jiang Z. L. Jiang S. Yiu Chuanyi Liu AAML 21 12 0 22 Mar 2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey Yulong Wang Tong Sun Shenghong Li Xinnan Yuan W. Ni E. Hossain H. Vincent Poor AAML 24 18 0 11 Mar 2023
Adversarial Attack with Raindrops Jiyuan Liu Bingyi Lu Mingkang Xiong Tao Zhang Huilin Xiong 13 18 0 28 Feb 2023
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks Zhiyuan Cheng James Liang Guanhong Tao Dongfang Liu Xiangyu Zhang 34 18 0 31 Jan 2023
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 11 38 0 12 Dec 2022
Visually Adversarial Attacks and Defenses in the Physical World: A Survey Xingxing Wei Bangzheng Pu Jiefan Lu Baoyuan Wu AAML 22 10 0 03 Nov 2022
Physical Adversarial Attack meets Computer Vision: A Decade Survey Hui Wei Hao Tang Xuemei Jia Zhixiang Wang Han-Bing Yu Zhubo Li Shiníchi Satoh Luc Van Gool Zheng Wang AAML 29 43 0 30 Sep 2022
A Survey on Physical Adversarial Attack in Computer Vision Donghua Wang Wen Yao Tingsong Jiang Guijian Tang Xiaoqian Chen AAML 56 38 0 28 Sep 2022
Adversarial Color Projection: A Projector-based Physical Attack to DNNs Chen-Hao Hu Weiwen Shi Ling Tian AAML 30 3 0 19 Sep 2022
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense Bo Peng Bo Peng Jie Zhou Jianyue Xie Li Liu AAML 40 43 0 11 Sep 2022