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Adversarial examples in the physical world

8 July 2016

Papers citing "Adversarial examples in the physical world"

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Title
Enhanced countering adversarial attacks via input denoising and feature restoring Yanni Li Wenhui Zhang Jiawei Liu Xiaoli Kou Hui Li Jiangtao Cui AAML 68 2 0 19 Nov 2021
Towards Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-based Method Tao Bai Jun Zhao Jinlin Zhu Shoudong Han Jiefeng Chen Yue Liu Alex C. Kot AAML 37 5 0 19 Nov 2021
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems Bao Gia Doan Minhui Xue Shiqing Ma Ehsan Abbasnejad Damith C. Ranasinghe AAML 106 57 0 19 Nov 2021
A Review of Adversarial Attack and Defense for Classification Methods Yao Li Minhao Cheng Cho-Jui Hsieh T. C. Lee AAML 76 69 0 18 Nov 2021
Wiggling Weights to Improve the Robustness of Classifiers Sadaf Gulshad Ivan Sosnovik A. Smeulders OOD 54 0 0 18 Nov 2021
Person Re-identification Method Based on Color Attack and Joint Defence Yunpeng Gong Liqing Huang Lifei Chen AAML 79 44 0 18 Nov 2021
Tracklet-Switch Adversarial Attack against Pedestrian Multi-Object Tracking Trackers Delv Lin Qi Chen Chengyu Zhou Kun He VOT AAML 57 1 0 17 Nov 2021
Consistent Semantic Attacks on Optical Flow Tomer Koren L. Talker Michael Dinerstein R. Jevnisek AAML 65 4 0 16 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 106 53 0 16 Nov 2021
Measuring the Contribution of Multiple Model Representations in Detecting Adversarial Instances D. Steinberg P. Munro AAML 23 0 0 13 Nov 2021
Visual Intelligence through Human Interaction Ranjay Krishna Mitchell L. Gordon Fei-Fei Li Michael S. Bernstein 67 8 0 12 Nov 2021
Data Augmentation Can Improve Robustness Sylvestre-Alvise Rebuffi Sven Gowal D. A. Calian Florian Stimberg Olivia Wiles Timothy A. Mann AAML 65 293 0 09 Nov 2021
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps Muhammad Awais Fengwei Zhou Chuanlong Xie Jiawei Li Sung-Ho Bae Zhenguo Li AAML 84 18 0 09 Nov 2021
Characterizing the adversarial vulnerability of speech self-supervised learning Haibin Wu Bo Zheng Xu Li Xixin Wu Hung-yi Lee Helen Meng AAML SSL 173 7 0 08 Nov 2021
Data-Centric Engineering: integrating simulation, machine learning and statistics. Challenges and Opportunities Indranil Pan L. Mason Omar K. Matar AI4CE 102 46 0 07 Nov 2021
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing Wen Shen Qihan Ren Dongrui Liu Quanshi Zhang 3DPC 139 18 0 05 Nov 2021
Confidential Machine Learning Computation in Untrusted Environments: A Systems Security Perspective Kha Dinh Duy Taehyun Noh Siwon Huh Hojoon Lee 97 9 0 05 Nov 2021
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging Gusseppe Bravo Rocca Peini Liu Jordi Guitart Ajay Dholakia David Ellison Jeffrey Falkanger M. Hodak 39 6 0 04 Nov 2021
LTD: Low Temperature Distillation for Robust Adversarial Training Erh-Chung Chen Che-Rung Lee AAML 112 27 0 03 Nov 2021
Adversarially Perturbed Wavelet-based Morphed Face Generation Kelsey O'Haire Sobhan Soleymani Baaria Chaudhary Poorya Aghdaie J. Dawson Nasser M. Nasrabadi CVBM 49 11 0 03 Nov 2021
ZeBRA: Precisely Destroying Neural Networks with Zero-Data Based Repeated Bit Flip Attack Dahoon Park K. Kwon Sunghoon Im Jaeha Kung AAML 55 3 0 01 Nov 2021
Robot Learning from Randomized Simulations: A Review Fabio Muratore Fabio Ramos Greg Turk Wenhao Yu Michael Gienger Jan Peters AI4CE 119 83 0 01 Nov 2021
Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework Lifan Yuan Yichi Zhang Yangyi Chen Wei Wei AAML 124 34 0 28 Oct 2021
Towards Evaluating the Robustness of Neural Networks Learned by Transduction Jiefeng Chen Xi Wu Yang Guo Yingyu Liang S. Jha ELM AAML 92 15 0 27 Oct 2021
Improving Local Effectiveness for Global robust training Jingyue Lu M. P. Kumar AAML 49 0 0 26 Oct 2021
Defensive Tensorization Adrian Bulat Jean Kossaifi S. Bhattacharya Yannis Panagakis Timothy M. Hospedales Georgios Tzimiropoulos Nicholas D. Lane Maja Pantic AAML 32 4 0 26 Oct 2021
Disrupting Deep Uncertainty Estimation Without Harming Accuracy Ido Galil Ran El-Yaniv AAML 48 17 0 26 Oct 2021
Beyond $L_p$ clipping: Equalization-based Psychoacoustic Attacks against ASRs H. Abdullah Muhammad Sajidur Rahman Christian Peeters Cassidy Gibson Washington Garcia Vincent Bindschaedler T. Shrimpton Patrick Traynor AAML 45 10 0 25 Oct 2021
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks Qiyu Kang Yang Song Qinxu Ding Wee Peng Tay AAML 63 93 0 25 Oct 2021
Generating Watermarked Adversarial Texts Mingjie Li Hanzhou Wu Xinpeng Zhang AAML WaLM 91 1 0 25 Oct 2021
Fast Gradient Non-sign Methods Yaya Cheng Jingkuan Song Xiaosu Zhu Qilong Zhang Lianli Gao Heng Tao Shen AAML 125 11 0 25 Oct 2021
A Dynamical System Perspective for Lipschitz Neural Networks Laurent Meunier Blaise Delattre Alexandre Araujo A. Allauzen 128 56 0 25 Oct 2021
ADC: Adversarial attacks against object Detection that evade Context consistency checks Mingjun Yin Shasha Li Chengyu Song M. Salman Asif Amit K. Roy-Chowdhury S. Krishnamurthy AAML 112 25 0 24 Oct 2021
GeneDisco: A Benchmark for Experimental Design in Drug Discovery Arash Mehrjou Ashkan Soleymani Andrew Jesson Pascal Notin Y. Gal Stefan Bauer Patrick Schwab 91 21 0 22 Oct 2021
Digital and Physical-World Attacks on Remote Pulse Detection Jeremy Speth Nathan Vance Patrick Flynn Kevin W. Bowyer A. Czajka AAML 41 4 0 21 Oct 2021
Moiré Attack (MA): A New Potential Risk of Screen Photos Dantong Niu Ruohao Guo Yisen Wang AAML 74 2 0 20 Oct 2021
Improving Robustness using Generated Data Sven Gowal Sylvestre-Alvise Rebuffi Olivia Wiles Florian Stimberg D. A. Calian Timothy A. Mann 125 302 0 18 Oct 2021
Boosting the Transferability of Video Adversarial Examples via Temporal Translation Zhipeng Wei Jingjing Chen Zuxuan Wu Yu-Gang Jiang AAML 112 34 0 18 Oct 2021
ECG-ATK-GAN: Robustness against Adversarial Attacks on ECGs using Conditional Generative Adversarial Networks Khondker Fariha Hossain Sharif Amit Kamran Alireza Tavakkoli Xingjun Ma AAML 72 5 0 17 Oct 2021
Unrestricted Adversarial Attacks on ImageNet Competition YueFeng Chen Xiaofeng Mao Yuan He Hui Xue Chao Li ... Bingyang Fu Yunfei Zheng Yekui Wang Haorong Luo Zhen Yang AAML 44 10 0 17 Oct 2021
Adversarial Attacks on ML Defense Models Competition Yinpeng Dong Qi-An Fu Xiao Yang Wenzhao Xiang Tianyu Pang ... Zhennan Wu Yang Guo Jiequan Cui Xiaogang Xu Pengguang Chen AAML 62 2 0 15 Oct 2021
On Generating Identifiable Virtual Faces Zhuowen Yuan Zhengxin You Sheng Li Xinpeng Zhang Zhenxing Qian Alex C. Kot CVBM PICV 45 18 0 15 Oct 2021
Adversarial Purification through Representation Disentanglement Tao Bai Jun Zhao Lanqing Guo Bihan Wen AAML 37 1 0 15 Oct 2021
On Adversarial Vulnerability of PHM algorithms: An Initial Study Weizhong Yan Zhaoyuan Yang Jianwei Qiu AAML 17 0 0 14 Oct 2021
DI-AA: An Interpretable White-box Attack for Fooling Deep Neural Networks Yixiang Wang Jiqiang Liu Xiaolin Chang Jianhua Wang Ricardo J. Rodríguez AAML 95 31 0 14 Oct 2021
Model-Agnostic Meta-Attack: Towards Reliable Evaluation of Adversarial Robustness Xiao Yang Yinpeng Dong Wenzhao Xiang Tianyu Pang Hang Su Jun Zhu AAML 66 4 0 13 Oct 2021
Adversarial Attack across Datasets Yunxiao Qin Yuanhao Xiong Jinfeng Yi Lihong Cao Cho-Jui Hsieh AAML 89 3 0 13 Oct 2021
Demystifying the Transferability of Adversarial Attacks in Computer Networks Ehsan Nowroozi Yassine Mekdad Mohammad Hajian Berenjestanaki Mauro Conti Abdeslam El Fergougui AAML 100 35 0 09 Oct 2021
Adversarial Token Attacks on Vision Transformers Ameya Joshi Gauri Jagatap Chinmay Hegde ViT 99 19 0 08 Oct 2021
Explainability-Aware One Point Attack for Point Cloud Neural Networks Hanxiao Tan Helena Kotthaus 3DPC AAML 84 11 0 08 Oct 2021