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ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector

16 April 2018

Papers citing "ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector"

50 / 206 papers shown

Title
One Patch to Rule Them All: Transforming Static Patches into Dynamic Attacks in the Physical World Xingshuo Han Chen Ling Shiyi Yao Haozhao Wang Hangcheng Liu Yutong Wu Shengmin Xu Changhai Ou Xinyi Huang Tianwei Zhang AAML 20 0 0 10 Jun 2025
PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Elad Feldman Jacob Shams Dudi Biton Alfred Chen Shaoyuan Xie Satoru Koda Yisroel Mirsky A. Shabtai Yuval Elovici Ben Nassi AAML 84 0 0 08 May 2025
Crafting Physical Adversarial Examples by Combining Differentiable and Physically Based Renders Yuqiu Liu Huanqian Yan Xiaopei Zhu Xiaolin Hu L. Tang Hang Su Chen Lv 50 0 0 07 May 2025
Adversarial Attacks in Multimodal Systems: A Practitioner's Survey Shashank Kapoor Sanjay Surendranath Girija Lakshit Arora Dipen Pradhan Ankit Shetgaonkar Aman Raj AAML 170 0 0 06 May 2025
Testing the Fault-Tolerance of Multi-Sensor Fusion Perception in Autonomous Driving Systems Haoxiang Tian Wenqiang Ding Xingshuo Han Guoquan Wu An Guo Junqi Zhang. Wei Chen Jun Wei Tianwei Zhang AAML 93 0 0 18 Apr 2025
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges Nandish Chattopadhyay Abdul Basit B. Ouni Muhammad Shafique AAML 89 0 0 01 Mar 2025
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 88 1 0 03 Feb 2025
A Privacy Enhancing Technique to Evade Detection by Street Video Cameras Without Using Adversarial Accessories Jacob Shams Ben Nassi Satoru Koda A. Shabtai Yuval Elovici 410 0 0 28 Jan 2025
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 130 0 0 20 Dec 2024
Evaluating Adversarial Attacks on Traffic Sign Classifiers beyond Standard Baselines Svetlana Pavlitska Leopold Müller J. Marius Zöllner AAML 144 0 0 12 Dec 2024
Fall Leaf Adversarial Attack on Traffic Sign Classification Anthony Etim Jakub Szefer AAML 170 3 0 27 Nov 2024
Toward Robust and Accurate Adversarial Camouflage Generation against Vehicle Detectors Jiawei Zhou Linye Lyu Daojing He Yu Li AAML 51 0 0 15 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 77 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 69 1 0 15 Sep 2024
AdvLogo: Adversarial Patch Attack against Object Detectors based on Diffusion Models Boming Miao Chunxiao Li Yao Zhu Weixiang Sun Zizhe Wang Xiaoyi Wang Chuanlong Xie DiffM AAML 166 1 0 11 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 57 0 0 22 Aug 2024
PADetBench: Towards Benchmarking Physical Attacks against Object Detection Jiawei Lian Jianhong Pan L. Wang Yi Wang Lap-Pui Chau Shaohui Mei AAML 106 0 0 17 Aug 2024
Requiem for a drone: a machine-learning based framework for stealthy attacks against unmanned autonomous vehicles K. Kim Denizhan Kara V. Paruchuri Sibin Mohan Greg Kimberly Jae Kim Josh D. Eckhardt 73 0 0 20 Jul 2024
Universal Multi-view Black-box Attack against Object Detectors via Layout Optimization Donghua Wang Wen Yao Tingsong Jiang Chao Li Xiaoqian Chen AAML 94 0 0 09 Jul 2024
PAD: Patch-Agnostic Defense against Adversarial Patch Attacks Lihua Jing Rui Wang Wenqi Ren Xinjie Dong Cong Zou AAML 99 10 0 25 Apr 2024
Automatic and Universal Prompt Injection Attacks against Large Language Models Xiaogeng Liu Zhiyuan Yu Yizhe Zhang Ning Zhang Chaowei Xiao SILM AAML 99 49 0 07 Mar 2024
RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation Jiawei Zhou Linye Lyu Daojing He Yu Li AAML 49 7 0 24 Feb 2024
Flexible Physical Camouflage Generation Based on a Differential Approach Yang Li Wenyi Tan Chenxing Zhao Shuangju Zhou Xinkai Liang Quanbiao Pan AAML 63 6 0 21 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 58 17 0 07 Jan 2024
TPatch: A Triggered Physical Adversarial Patch Wenjun Zhu Xiaoyu Ji Yushi Cheng Shibo Zhang Wei Dong AAML 108 27 0 30 Dec 2023
Embodied Adversarial Attack: A Dynamic Robust Physical Attack in Autonomous Driving Yitong Sun Yao Huang Xingxing Wei AAML 63 1 0 15 Dec 2023
QuadAttack: A Quadratic Programming Approach to Ordered Top-K Attacks Thomas Paniagua Ryan Grainger Tianfu Wu AAML 75 0 0 12 Dec 2023
Adversarial Camera Patch: An Effective and Robust Physical-World Attack on Object Detectors Kalibinuer Tiliwalidi AAML 89 2 0 11 Dec 2023
Attacking Motion Planners Using Adversarial Perception Errors Jonathan Sadeghi Nicholas A. Lord John Redford Romain Mueller AAML 79 2 0 21 Nov 2023
Physical Adversarial Examples for Multi-Camera Systems Ana Ruaductoiu Jan-Philipp Schulze Philip Sperl Konstantin Böttinger AAML 71 1 0 14 Nov 2023
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning Shashank Kotyan Danilo Vasconcellos Vargas AAML 49 0 0 14 Nov 2023
Adversary ML Resilience in Autonomous Driving Through Human Centered Perception Mechanisms Aakriti Shah AAML 34 0 0 02 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 111 4 0 01 Nov 2023
REVAMP: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes Matthew Hull Zijie J. Wang Duen Horng Chau AAML 70 2 0 18 Oct 2023
Targeted Adversarial Attacks on Generalizable Neural Radiance Fields András Horváth C. M. Józsa AAML AI4CE 90 5 0 05 Oct 2023
An Integrated Algorithm for Robust and Imperceptible Audio Adversarial Examples Armin Ettenhofer Jan-Philipp Schulze Karla Pizzi AAML 64 0 0 05 Oct 2023
A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks Yanjie Li Bin Xie Songtao Guo Yuanyuan Yang Bin Xiao AAML 89 18 0 01 Oct 2023
Using Reed-Muller Codes for Classification with Rejection and Recovery Daniel Fentham David Parker Mark Ryan 45 0 0 12 Sep 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 74 34 0 23 Aug 2023
General Lipschitz: Certified Robustness Against Resolvable Semantic Transformations via Transformation-Dependent Randomized Smoothing Dmitrii Korzh Alireza Azadbakht Maryam Tahmasbi Alireza Javaheri AAML 84 0 0 17 Aug 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 123 23 0 11 Aug 2023
URET: Universal Robustness Evaluation Toolkit (for Evasion) Kevin Eykholt Taesung Lee D. Schales Jiyong Jang Ian Molloy Masha Zorin AAML 125 7 0 03 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 55 1 0 24 Jul 2023
Adversarial Attacks on Traffic Sign Recognition: A Survey Svetlana Pavlitska Nico Lambing J. Marius Zöllner AAML 88 18 0 17 Jul 2023
Diffusion to Confusion: Naturalistic Adversarial Patch Generation Based on Diffusion Model for Object Detector Shuohao Lin Ernie Chu Che-Hsien Lin Jun-Cheng Chen Jia-Ching Wang DiffM 77 10 0 16 Jul 2023
Kernels, Data & Physics Francesco Cagnetta Deborah Oliveira Mahalakshmi Sabanayagam Nikolaos Tsilivis Julia Kempe 96 0 0 05 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 83 31 0 04 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 126 12 0 21 Jun 2023
Physical Adversarial Attacks for Surveillance: A Survey Kien Nguyen Thanh Tharindu Fernando Clinton Fookes Sridha Sridharan AAML 107 8 0 01 May 2023
NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression Jung-Woo Chang Nojan Sheybani Shehzeen Samarah Hussain Mojan Javaheripi Seira Hidano F. Koushanfar AAML 64 1 0 04 Apr 2023