Fooling automated surveillance cameras: adversarial patches to attack person detection

18 April 2019

Papers citing "Fooling automated surveillance cameras: adversarial patches to attack person detection"

50 / 275 papers shown

Title
Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds Chaoda Zheng Xu Yan Haiming Zhang Baoyuan Wang Sheng-Hsien Cheng Shuguang Cui Zhen Li 3DPC 30 74 0 03 Mar 2022
Enhance transferability of adversarial examples with model architecture Mingyuan Fan Wenzhong Guo Shengxing Yu Zuobin Ying Ximeng Liu SILM AAML 24 7 0 28 Feb 2022
ARIA: Adversarially Robust Image Attribution for Content Provenance Maksym Andriushchenko Xiaochen Li Geoffrey Oxholm Thomas Gittings Tu Bui Nicolas Flammarion John Collomosse AAML 19 0 0 25 Feb 2022
Towards Effective and Robust Neural Trojan Defenses via Input Filtering Kien Do Haripriya Harikumar Hung Le D. Nguyen T. Tran Santu Rana Dang Nguyen Willy Susilo Svetha Venkatesh AAML 23 13 0 24 Feb 2022
Developing Imperceptible Adversarial Patches to Camouflage Military Assets From Computer Vision Enabled Technologies Christopher Wise Jo Plested AAML 15 7 0 17 Feb 2022
Tubes Among Us: Analog Attack on Automatic Speaker Identification Shimaa Ahmed Yash R. Wani Ali Shahin Shamsabadi Mohammad Yaghini Ilia Shumailov Nicolas Papernot Kassem Fawaz AAML 46 4 0 06 Feb 2022
ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking Chong Xiang Alexander Valtchanov Saeed Mahloujifar Prateek Mittal AAML 16 21 0 03 Feb 2022
Thermal and Visual Tracking of Photovoltaic Plants for Autonomous UAV inspection Luca Morando Carmine Tommaso Recchiuto Jacopo Calla Paolo Scuteri A. Sgorbissa 17 31 0 02 Feb 2022
Hiding Behind Backdoors: Self-Obfuscation Against Generative Models Siddhartha Datta N. Shadbolt SILM AAML AI4CE 25 2 0 24 Jan 2022
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World Hua Ma Yinshan Li Yansong Gao A. Abuadbba Zhi-Li Zhang Anmin Fu Hyoungshick Kim S. Al-Sarawi N. Surya Derek Abbott 21 34 0 21 Jan 2022
ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints Amira Guesmi Khaled N. Khasawneh Nael B. Abu-Ghazaleh Ihsen Alouani AAML 20 14 0 05 Jan 2022
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization Yihua Zhang Guanhua Zhang Prashant Khanduri Min-Fong Hong Shiyu Chang Sijia Liu AAML 41 86 0 23 Dec 2021
A Review on Visual Privacy Preservation Techniques for Active and Assisted Living Siddharth Ravi Pau Climent-Pérez Francisco Flórez-Revuelta 37 33 0 17 Dec 2021
Do You See What I See? Capabilities and Limits of Automated Multimedia Content Analysis Carey Shenkman Dhanaraj Thakur Emma Llansó 27 8 0 15 Dec 2021
Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection Jiangjiang Liu Alexander Levine Chun Pong Lau Ramalingam Chellappa S. Feizi AAML 32 77 0 08 Dec 2021
Attack-Centric Approach for Evaluating Transferability of Adversarial Samples in Machine Learning Models Tochukwu Idika Ismail Akturk SILM AAML 36 0 0 03 Dec 2021
Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector Andrew Du Yee Wei Law Michele Sasdelli Bo Chen Ken Clarke M. Brown Tat-Jun Chin AAML 30 11 0 03 Dec 2021
Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Model Alon Zolfi S. Avidan Yuval Elovici A. Shabtai AAML PICV 27 23 0 21 Nov 2021
Defense Against Explanation Manipulation Ruixiang Tang Ninghao Liu Fan Yang Na Zou Xia Hu AAML 46 11 0 08 Nov 2021
Addressing Privacy Threats from Machine Learning Mary Anne Smart 29 2 0 25 Oct 2021
Certified Patch Robustness via Smoothed Vision Transformers Hadi Salman Saachi Jain Eric Wong Aleksander Mkadry AAML 70 58 0 11 Oct 2021
Adversarial Attacks in a Multi-view Setting: An Empirical Study of the Adversarial Patches Inter-view Transferability Bilel Tarchoun Ihsen Alouani Anouar Ben Khalifa Mohamed Ali Mahjoub AAML 17 6 0 10 Oct 2021
Adversarial Token Attacks on Vision Transformers Ameya Joshi Gauri Jagatap C. Hegde ViT 30 19 0 08 Oct 2021
Robust Feature-Level Adversaries are Interpretability Tools Stephen Casper Max Nadeau Dylan Hadfield-Menell Gabriel Kreiman AAML 53 27 0 07 Oct 2021
You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors Zijian Zhu Hang Su Chang-rui Liu Wenzhao Xiang Shibao Zheng AAML 13 6 0 30 Sep 2021
Adversarial Semantic Contour for Object Detection Yichi Zhang Zijian Zhu Xiao Yang Jun Zhu ObjD AAML 33 4 0 30 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 W. Yao Xiaoqian Chen AAML 39 101 0 15 Sep 2021
Dodging Attack Using Carefully Crafted Natural Makeup Nitzan Bitton-Guetta A. Shabtai Inderjeet Singh Satoru Momiyama Yuval Elovici AAML 16 20 0 14 Sep 2021
Sensor Adversarial Traits: Analyzing Robustness of 3D Object Detection Sensor Fusion Models Wonseok Park Nan Liu Qi Alfred Chen Z. Morley Mao AAML 3DPC 31 12 0 13 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 14 26 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 33 60 0 26 Aug 2021
Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose? M. Lennon Nathan G. Drenkow Philippe Burlina AAML 19 8 0 16 Aug 2021
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving Ibrahim Sobh Ahmed Hamed V. Kumar S. Yogamani AAML 45 20 0 15 Jul 2021
When and How to Fool Explainable Models (and Humans) with Adversarial Examples Jon Vadillo Roberto Santana Jose A. Lozano SILM AAML 36 12 0 05 Jul 2021
Inconspicuous Adversarial Patches for Fooling Image Recognition Systems on Mobile Devices Tao Bai Jinqi Luo Jun Zhao AAML 31 30 0 29 Jun 2021
Data Poisoning Won't Save You From Facial Recognition Evani Radiya-Dixit Sanghyun Hong Nicholas Carlini Florian Tramèr AAML PICV 22 57 0 28 Jun 2021
Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks Yulong Cao* Ningfei Wang* Chaowei Xiao Dawei Yang Jin Fang Ruigang Yang Qi Alfred Chen Mingyan D. Liu Bo-wen Li AAML 29 219 0 17 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 44 24 0 11 Jun 2021
We Can Always Catch You: Detecting Adversarial Patched Objects WITH or WITHOUT Signature Binxiu Liang Jiachun Li Jianjun Huang AAML 33 12 0 09 Jun 2021
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness Zifeng Wang T. Jian A. Masoomi Stratis Ioannidis Jennifer Dy AAML 29 25 0 04 Jun 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud Yiming Sun F. Chen Zhiyu Chen Mingjie Wang 3DPC AAML 29 16 0 19 May 2021
Real-time Detection of Practical Universal Adversarial Perturbations Kenneth T. Co Luis Muñoz-González Leslie Kanthan Emil C. Lupu AAML 33 6 0 16 May 2021
IPatch: A Remote Adversarial Patch Yisroel Mirsky AAML 22 12 0 30 Apr 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 13 58 0 29 Apr 2021
Learning Transferable 3D Adversarial Cloaks for Deep Trained Detectors Arman Maesumi Mingkang Zhu Yi Wang Tianlong Chen Zhangyang Wang Minh Nguyen 30 8 0 22 Apr 2021
Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities Julia Rosenzweig Joachim Sicking Sebastian Houben Michael Mock Maram Akila AAML 39 3 0 22 Apr 2021
Jacobian Regularization for Mitigating Universal Adversarial Perturbations Kenneth T. Co David Martínez-Rego Emil C. Lupu AAML 26 8 0 21 Apr 2021
Fashion-Guided Adversarial Attack on Person Segmentation Marc Treu Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen AAML 33 12 0 17 Apr 2021
Adversarial Sticker: A Stealthy Attack Method in the Physical World Xingxing Wei Yingjie Guo Jie Yu AAML 30 115 0 14 Apr 2021
DeepBlur: A Simple and Effective Method for Natural Image Obfuscation Tao Li Minsoo Choi PICV AAML 15 18 0 31 Mar 2021