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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
Physical Adversarial Attack on Vehicle Detector in the Carla Simulator Tong Wu Xuefei Ning Wenshuo Li Ranran Huang Huazhong Yang Yu Wang AAML 63 50 0 31 Jul 2020
Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency Shasha Li Shitong Zhu Sudipta Paul Amit K. Roy-Chowdhury Chengyu Song S. Krishnamurthy A. Swami Kevin S. Chan AAML 123 36 0 19 Jul 2020
Towards robust sensing for Autonomous Vehicles: An adversarial perspective Apostolos Modas Ricardo Sánchez-Matilla P. Frossard Andrea Cavallaro AAML 63 35 0 14 Jul 2020
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations Giulio Lovisotto H.C.M. Turner Ivo Sluganovic Martin Strohmeier Ivan Martinovic AAML 84 103 0 08 Jul 2020
Adversarial Robustness of Deep Sensor Fusion Models Shaojie Wang Tong Wu Ayan Chakrabarti Yevgeniy Vorobeychik AAML 60 11 0 23 Jun 2020
Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection Omid Mohamad Nezami Akshay Chaturvedi Mark Dras Utpal Garain AAML ObjD 61 19 0 05 Jun 2020
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models Martin Kotuliak Sandro Schönborn Andrei Dan GAN AAML 36 1 0 19 May 2020
Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility Study Luan Nguyen Sunpreet S. Arora Yuhang Wu Hao Yang AAML 58 88 0 24 Mar 2020
Deep Neural Network Perception Models and Robust Autonomous Driving Systems M. Shafiee Ahmadreza Jeddi Amir Nazemi Paul Fieguth A. Wong OOD 62 16 0 04 Mar 2020
Adversarial Ranking Attack and Defense Mo Zhou Zhenxing Niu Le Wang Qilin Zhang G. Hua 152 39 0 26 Feb 2020
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment Scott Freitas Shang-Tse Chen Zijie J. Wang Duen Horng Chau AAML 61 23 0 21 Feb 2020
Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection Quanyu Liao Xin Wang Bin Kong Siwei Lyu Youbing Yin Qi Song Xi Wu AAML 94 8 0 10 Feb 2020
Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning Nilaksh Das Haekyu Park Zijie J. Wang Fred Hohman Robert Firstman Emily Rogers Duen Horng Chau AAML 69 7 0 21 Jan 2020
A Little Fog for a Large Turn Harshitha Machiraju V. Balasubramanian AAML 64 9 0 16 Jan 2020
Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations Lin Wang Wonjune Cho Kuk-Jin Yoon AAML 79 25 0 06 Jan 2020
APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection A. Braunegg Amartya Chakraborty Michael Krumdick Nicole Lape Sara Leary Keith Manville Elizabeth M. Merkhofer Laura Strickhart Matthew Walmer AAML 71 47 0 17 Dec 2019
Robust Invisible Hyperlinks in Physical Photographs Based on 3D Rendering Attacks Jun Jia Zhongpai Gao Kang Chen Menghan Hu Guangtao Zhai G. Guo Xiaokang Yang 29 1 0 03 Dec 2019
Design and Interpretation of Universal Adversarial Patches in Face Detection Xiao Yang Fangyun Wei Hongyang R. Zhang Jun Zhu AAML CVBM 130 43 0 30 Nov 2019
Robust Assessment of Real-World Adversarial Examples Brett A. Jefferson Carlos Ortiz Marrero AAML 31 4 0 24 Nov 2019
Generate (non-software) Bugs to Fool Classifiers Hiromu Yakura Youhei Akimoto Jun Sakuma AAML 47 10 0 20 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 127 105 0 13 Nov 2019
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors Zuxuan Wu Ser-Nam Lim L. Davis Tom Goldstein AAML 146 266 0 31 Oct 2019
Adversarial T-shirt! Evading Person Detectors in A Physical World Kaidi Xu Gaoyuan Zhang Sijia Liu Quanfu Fan Mengshu Sun Hongge Chen Pin-Yu Chen Yanzhi Wang Xue Lin AAML 90 30 0 18 Oct 2019
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch F. Mokhayeri Dmytro Mishkin Daniel Ponsa Ethan Rublee Gary R. Bradski VLM AI4TS 171 358 0 05 Oct 2019
Lower Bounds on Adversarial Robustness from Optimal Transport A. Bhagoji Daniel Cullina Prateek Mittal OOD OT AAML 72 94 0 26 Sep 2019
Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang Chengying Gao Yuyin Zhou Cihang Xie Alan Yuille C. Zou Ning Liu AAML 182 169 0 10 Sep 2019
STA: Adversarial Attacks on Siamese Trackers Xugang Wu Xiaoping Wang Xu Zhou Songlei Jian GAN AAML 41 6 0 08 Sep 2019
AdvHat: Real-world adversarial attack on ArcFace Face ID system Stepan Alekseevich Komkov Aleksandr Petiushko AAML CVBM 69 288 0 23 Aug 2019
On the Robustness of Human Pose Estimation Sahil Shah Naman Jain Abhishek Sharma Arjun Jain AAML OOD 69 20 0 18 Aug 2019
Towards Adversarially Robust Object Detection Haichao Zhang Jianyu Wang AAML ObjD 139 131 0 24 Jul 2019
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics Yuxin Ma Tiankai Xie Jundong Li Ross Maciejewski AAML 88 67 0 17 Jul 2019
Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior Thomas Gittings Steve A. Schneider John Collomosse AAML 61 10 0 03 Jul 2019
Fooling a Real Car with Adversarial Traffic Signs N. Morgulis Alexander Kreines Shachar Mendelowitz Yuval Weisglass AAML 89 93 0 30 Jun 2019
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations Yuezun Li Xin Yang Baoyuan Wu Siwei Lyu AAML PICV CVBM 95 38 0 21 Jun 2019
Mimic and Fool: A Task Agnostic Adversarial Attack Akshay Chaturvedi Utpal Garain AAML 57 27 0 11 Jun 2019
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward A. Qayyum Muhammad Usama Junaid Qadir Ala I. Al-Fuqaha AAML 94 191 0 29 May 2019
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking Yunhan Jia Yantao Lu Junjie Shen Qi Alfred Chen Zhenyu Zhong Tao Wei AAML VOT 90 33 0 27 May 2019
Taking Care of The Discretization Problem: A Comprehensive Study of the Discretization Problem and A Black-Box Adversarial Attack in Discrete Integer Domain Lei Bu Yuchao Duan Fu Song Zhe Zhao AAML 114 18 0 19 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 166 2,416 0 13 May 2019
Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples Vikash Sehwag A. Bhagoji Liwei Song Chawin Sitawarin Daniel Cullina M. Chiang Prateek Mittal OODD 79 26 0 05 May 2019
POBA-GA: Perturbation Optimized Black-Box Adversarial Attacks via Genetic Algorithm Jinyin Chen Mengmeng Su Shijing Shen Hui Xiong Haibin Zheng AAML 124 68 0 01 May 2019
Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA Cory Cornelius Shang-Tse Chen Jason Martin Duen Horng Chau 43 7 0 18 Apr 2019
Fooling automated surveillance cameras: adversarial patches to attack person detection Simen Thys W. V. Ranst Toon Goedemé AAML 110 572 0 18 Apr 2019
StegaStamp: Invisible Hyperlinks in Physical Photographs Matthew Tancik B. Mildenhall Ren Ng WIGM 121 378 0 10 Apr 2019
Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples Derui Wang Chaoran Li S. Wen Qing-Long Han Surya Nepal Xiangyu Zhang Yang Xiang AAML 75 40 0 06 Feb 2019
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System Huangxun Chen Chenyu Huang Qianyi Huang Qian Zhang Wei Wang AAML 75 28 0 12 Jan 2019
Seeing isn't Believing: Practical Adversarial Attack Against Object Detectors Yue Zhao Hong Zhu Ruigang Liang Qintao Shen Shengzhi Zhang Kai Chen AAML 65 15 0 26 Dec 2018
Designing Adversarially Resilient Classifiers using Resilient Feature Engineering Kevin Eykholt A. Prakash AAML 60 4 0 17 Dec 2018
Fooling Network Interpretation in Image Classification Akshayvarun Subramanya Vipin Pillai Hamed Pirsiavash AAML FAtt 49 7 0 06 Dec 2018
Transferable Adversarial Attacks for Image and Video Object Detection Xingxing Wei Siyuan Liang Ning Chen Xiaochun Cao AAML 142 225 0 30 Nov 2018