Generating Adversarial Examples with Adversarial Networks

8 January 2018

Jun-Yan Zhu

Papers citing "Generating Adversarial Examples with Adversarial Networks"

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Title
Semantic Adversarial Attacks on Face Recognition through Significant Attributes Yasmeen M. Khedr Yifeng Xiong Kun He AAML 38 2 0 28 Jan 2023
Provable Unrestricted Adversarial Training without Compromise with Generalizability Lili Zhang Ning Yang Yanchao Sun Philip S. Yu AAML 30 2 0 22 Jan 2023
Meta Generative Attack on Person Reidentification M. I. A V Subramanyam AAML 33 8 0 16 Jan 2023
Generalizable Black-Box Adversarial Attack with Meta Learning Fei Yin Yong Zhang Baoyuan Wu Yan Feng Jingyi Zhang Yanbo Fan Yujiu Yang AAML 39 27 0 01 Jan 2023
Learning When to Use Adaptive Adversarial Image Perturbations against Autonomous Vehicles Hyung-Jin Yoon H. Jafarnejadsani P. Voulgaris AAML 19 5 0 28 Dec 2022
EDoG: Adversarial Edge Detection For Graph Neural Networks Xiaojun Xu Yue Yu Hanzhang Wang Alok Lal C.A. Gunter Bo Li AAML 32 10 0 27 Dec 2022
Learning Antidote Data to Individual Unfairness Peizhao Li Ethan Xia Hongfu Liu FedML FaML 24 9 0 29 Nov 2022
Imperceptible Adversarial Attack via Invertible Neural Networks Zihan Chen Zifan Wang Junjie Huang Wentao Zhao Xiao Liu Dejian Guan AAML 41 20 0 28 Nov 2022
Localized Shortcut Removal Nicolas Müller Jochen Jacobs Jennifer Williams Konstantin Böttinger 25 0 0 24 Nov 2022
Flexible Android Malware Detection Model based on Generative Adversarial Networks with Code Tensor Zhao Yang Fengyang Deng Linxi Han 16 2 0 25 Oct 2022
$LOT: Layer-wise Orthogonal Training on Improving $\ell_2$ Certified Robustness$ LOT: Layer-wise Orthogonal Training on Improving $\ell_2$ Certified Robustness Xiaojun Xu Linyi Li Bo Li OOD AAML 41 34 0 20 Oct 2022
Towards Generating Adversarial Examples on Mixed-type Data Han Xu Menghai Pan Zhimeng Jiang Huiyuan Chen Xiaoting Li Mahashweta Das Hao Yang AAML SILM 23 0 0 17 Oct 2022
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses Anshuman Chhabra Ashwin Sekhari P. Mohapatra OOD AAML 50 8 0 04 Oct 2022
Robustness Certification of Visual Perception Models via Camera Motion Smoothing Hanjiang Hu Zuxin Liu Linyi Li Jiacheng Zhu Ding Zhao AAML 39 6 0 04 Oct 2022
Understanding Adversarial Robustness Against On-manifold Adversarial Examples Jiancong Xiao Liusha Yang Yanbo Fan Jue Wang Zhimin Luo OOD 25 13 0 02 Oct 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 38 44 0 30 Sep 2022
A Survey on Physical Adversarial Attack in Computer Vision Donghua Wang Wen Yao Tingsong Jiang Guijian Tang Xiaoqian Chen AAML 71 38 0 28 Sep 2022
Leveraging Local Patch Differences in Multi-Object Scenes for Generative Adversarial Attacks Abhishek Aich Shasha Li Chengyu Song Ulugbek S. Kamilov S. Krishnamurthy Amit K. Roy-Chowdhury AAML 32 8 0 20 Sep 2022
GAMA: Generative Adversarial Multi-Object Scene Attacks Abhishek Aich Calvin-Khang Ta Akash Gupta Chengyu Song S. Krishnamurthy Ulugbek S. Kamilov Amit K. Roy-Chowdhury AAML 56 17 0 20 Sep 2022
AdvDO: Realistic Adversarial Attacks for Trajectory Prediction Yulong Cao Chaowei Xiao Anima Anandkumar Danfei Xu Marco Pavone AAML 32 65 0 19 Sep 2022
PointCAT: Contrastive Adversarial Training for Robust Point Cloud Recognition Qidong Huang Xiaoyi Dong DongDong Chen Hang Zhou Weiming Zhang Kui Zhang Gang Hua Nenghai Yu 3DPC 34 12 0 16 Sep 2022
CARE: Certifiably Robust Learning with Reasoning via Variational Inference Jiawei Zhang Linyi Li Ce Zhang Bo Li AAML OOD 48 8 0 12 Sep 2022
Evaluating the Susceptibility of Pre-Trained Language Models via Handcrafted Adversarial Examples Hezekiah J. Branch Jonathan Rodriguez Cefalu Jeremy McHugh Leyla Hujer Aditya Bahl Daniel del Castillo Iglesias Ron Heichman Ramesh Darwishi ELM SILM AAML 18 49 0 05 Sep 2022
Unrestricted Adversarial Samples Based on Non-semantic Feature Clusters Substitution Ming-Kuai Zhou Xiaobing Pei AAML 16 0 0 31 Aug 2022
Chosen methods of improving small object recognition with weak recognizable features Magdalena Stachoñ Marcin Pietroñ 24 0 0 29 Aug 2022
PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition Jiachen Sun Weili Nie Zhiding Yu Z. Morley Mao Chaowei Xiao DiffM 34 25 0 21 Aug 2022
Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for Image Classifier Models Yulong Wang Minghui Zhao Shenghong Li Xinnan Yuan W. Ni 18 15 0 19 Aug 2022
Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning Olivia Wiles Isabela Albuquerque Sven Gowal VLM 43 47 0 18 Aug 2022
Scale-free and Task-agnostic Attack: Generating Photo-realistic Adversarial Patterns with Patch Quilting Generator Xiang Gao Cheng Luo Qinliang Lin Weicheng Xie Minmin Liu Linlin Shen Keerthy Kusumam Siyang Song 19 5 0 12 Aug 2022
Adversarial Camouflage for Node Injection Attack on Graphs Shuchang Tao Qi Cao Huawei Shen Yunfan Wu Liang Hou Fei Sun Xueqi Cheng AAML GNN 35 22 0 03 Aug 2022
Decorrelative Network Architecture for Robust Electrocardiogram Classification Christopher Wiedeman Ge Wang OOD 13 2 0 19 Jul 2022
Adversarially-Aware Robust Object Detector Ziyi Dong Pengxu Wei Liang Lin AAML ObjD 22 27 0 13 Jul 2022
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches Zhiyuan Cheng James Liang Hongjun Choi Guanhong Tao Zhiwen Cao Dongfang Liu Xiangyu Zhang AAML MDE 25 81 0 11 Jul 2022
Invisible Backdoor Attacks Using Data Poisoning in the Frequency Domain Chang Yue Peizhuo Lv Ruigang Liang Kai Chen AAML 36 10 0 09 Jul 2022
Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models Lele Wang B. Liu UQCV 23 4 0 29 Jun 2022
Shilling Black-box Recommender Systems by Learning to Generate Fake User Profiles Chen Lin Si Chen Meifang Zeng Sheng Zhang Min Gao Hui Li AAML 18 35 0 23 Jun 2022
Edge Security: Challenges and Issues Xin Jin Charalampos Katsis Fan Sang Jiahao Sun A. Kundu Ramana Rao Kompella 52 8 0 14 Jun 2022
Infrared Invisible Clothing:Hiding from Infrared Detectors at Multiple Angles in Real World Xiaopei Zhu Zhan Hu Siyuan Huang Jianmin Li Xiaolin Hu AAML 28 55 0 12 May 2022
Software Testing for Machine Learning D. Marijan A. Gotlieb AAML 30 27 0 30 Apr 2022
Restricted Black-box Adversarial Attack Against DeepFake Face Swapping Junhao Dong Yuan Wang Jianhuang Lai Xiaohua Xie PICV AAML 21 45 0 26 Apr 2022
Self-recoverable Adversarial Examples: A New Effective Protection Mechanism in Social Networks Jiawei Zhang Jinwei Wang Hao Wang X. Luo AAML 25 28 0 26 Apr 2022
A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and Methodologies Zhuang Qian Kaizhu Huang Qiufeng Wang Xu-Yao Zhang OOD AAML ObjD 54 72 0 26 Mar 2022
Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning Gorka Abad Servio Paguada Oguzhan Ersoy S. Picek Víctor Julio Ramírez-Durán A. Urbieta FedML 31 6 0 16 Mar 2022
Generating Practical Adversarial Network Traffic Flows Using NIDSGAN B. Zolbayar Ryan Sheatsley Patrick McDaniel Mike Weisman Sencun Zhu Shitong Zhu S. Krishnamurthy GAN AAML 25 14 0 13 Mar 2022
An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks Anirudh Yadav Ashutosh Upadhyay S. Sharanya AAML 12 6 0 11 Mar 2022
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer Shengshan Hu Xiaogeng Liu Yechao Zhang Minghui Li L. Zhang Hai Jin Libing Wu AAML PICV 40 91 0 07 Mar 2022
Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models Peng Kuang Xiaowei Dong Henry Xue Zhifei Zhang Weifeng Chiu Tao Wei Kui Ren AAML 21 71 0 03 Mar 2022
Ad2Attack: Adaptive Adversarial Attack on Real-Time UAV Tracking Changhong Fu Sihang Li Xinnan Yuan Junjie Ye Ziang Cao Fangqiang Ding AAML 27 20 0 03 Mar 2022
Improving Robustness of Convolutional Neural Networks Using Element-Wise Activation Scaling Zhi-Yuan Zhang Di Liu AAML 9 1 0 24 Feb 2022
Universal adversarial perturbation for remote sensing images Qingyu Wang Jin Tang Z. Yin Bin Luo AAML 30 5 0 22 Feb 2022