Robust Adversarial Perturbation on Deep Proposal-based Models

16 September 2018

Papers citing "Robust Adversarial Perturbation on Deep Proposal-based Models"

36 / 36 papers shown

Title
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors Ziqi Zhou Bowen Li Yufei Song Zhifei Yu Shengshan Hu Wei Wan L. Zhang Dezhong Yao Hai Jin AAML 127 2 0 22 Dec 2024
Evaluating the Robustness of LiDAR Point Cloud Tracking Against Adversarial Attack Shengjing Tian Yinan Han Xiantong Zhao Bin Liu Xiuping Liu AAML 26 0 0 28 Oct 2024
A Survey and Evaluation of Adversarial Attacks for Object Detection Khoi Nguyen Tiet Nguyen Wenyu Zhang Kangkang Lu Yuhuan Wu Xingjian Zheng Hui Li Tan Liangli Zhen AAML 34 0 0 04 Aug 2024
Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness Yanzhao Wu Ka-Ho Chow Wenqi Wei Ling Liu FedML AAML UQCV 31 8 0 03 Oct 2023
AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training Xingyuan Li Jinyuan Liu Long Ma Xin-Yue Fan Risheng Liu AAML 27 3 0 03 Sep 2023
A Review of Adversarial Attacks in Computer Vision Yutong Zhang Yao Li Yin Li Zhichang Guo AAML 26 3 0 15 Aug 2023
Towards Generic and Controllable Attacks Against Object Detection Guopeng Li Yue Xu Jian Ding Guisong Xia AAML 37 6 0 23 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 24 8 0 16 Jul 2023
GLOW: Global Layout Aware Attacks on Object Detection Buyu Liu BaoJun Jianping Fan Xi Peng Kui Ren Jun Yu AAML 21 0 0 27 Feb 2023
Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images Xuxiang Sun Gong Cheng Lei Pei Hongda Li Junwei Han AAML 15 38 0 13 Feb 2023
General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments Xiaogang Xu Hengshuang Zhao Philip Torr Jiaya Jia AAML 32 2 0 11 Dec 2022
T-SEA: Transfer-based Self-Ensemble Attack on Object Detection Hao Huang Ziyan Chen Huanran Chen Yongtao Wang K. Zhang AAML 32 55 0 16 Nov 2022
Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios Jung Im Choi Qing Tian AAML 30 38 0 10 Feb 2022
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection Siyuan Liang Baoyuan Wu Yanbo Fan Xingxing Wei Xiaochun Cao AAML 22 70 0 22 Jan 2022
Context-Aware Transfer Attacks for Object Detection Zikui Cai Xinxin Xie Shasha Li Mingjun Yin Chengyu Song S. Krishnamurthy A. Roy-Chowdhury Ulugbek S. Kamilov AAML 42 28 0 06 Dec 2021
Robust and Accurate Object Detection via Self-Knowledge Distillation Weipeng Xu Pengzhi Chu Renhao Xie Xiongziyan Xiao Hongcheng Huang AAML ObjD 27 4 0 14 Nov 2021
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks Haowen Lin Jian Lou Li Xiong Cyrus Shahabi MQ AAML 11 13 0 21 Aug 2021
Class-Aware Robust Adversarial Training for Object Detection Pin-Chun Chen Bo-Han Kung Jun-Cheng Chen AAML ObjD 26 48 0 30 Mar 2021
Adversarial Feature Augmentation and Normalization for Visual Recognition Tianlong Chen Yu Cheng Zhe Gan Jianfeng Wang Lijuan Wang Zhangyang Wang Jingjing Liu AAML ViT 26 19 0 22 Mar 2021
Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving James Tu Huichen Li Xinchen Yan Mengye Ren Yun Chen Ming Liang E. Bitar Ersin Yumer R. Urtasun AAML 32 75 0 17 Jan 2021
Using Feature Alignment Can Improve Clean Average Precision and Adversarial Robustness in Object Detection Weipeng Xu Hongcheng Huang Shaoyou Pan ObjD 39 7 0 08 Dec 2020
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors Quanyu Liao Xin Wang Bin Kong Siwei Lyu Youbing Yin Qi Song Xi Wu ObjD AAML 35 4 0 27 Oct 2020
DPAttack: Diffused Patch Attacks against Universal Object Detection Shudeng Wu Tao Dai Shutao Xia AAML 21 26 0 16 Oct 2020
Adversarial Rain Attack and Defensive Deraining for DNN Perception Liming Zhai Felix Juefei Xu Qing Guo Xiaofei Xie L. Ma Weiiia Feng Shengchao Qin Yang Liu AAML 22 16 0 19 Sep 2020
Adversarial Attacks on Deep Learning Systems for User Identification based on Motion Sensors Cezara Benegui Radu Tudor Ionescu AAML 6 9 0 02 Sep 2020
Relevance Attack on Detectors Sizhe Chen Fan He Xiaolin Huang Kun Zhang AAML 24 16 0 16 Aug 2020
Understanding Object Detection Through An Adversarial Lens Ka-Ho Chow Ling Liu Mehmet Emre Gursoy Stacey Truex Wenqi Wei Yanzhao Wu AAML ObjD 8 24 0 11 Jul 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 20 8 0 10 Feb 2020
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors Zuxuan Wu Ser-Nam Lim L. Davis Tom Goldstein AAML 24 262 0 31 Oct 2019
SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking Qing Guo Xiaofei Xie Felix Juefei-Xu L. Ma Zhongguo Li Wanli Xue Wei Feng Yang Liu AAML 24 4 0 19 Oct 2019
Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang Chengying Gao Yuyin Zhou Cihang Xie Alan Yuille C. Zou Ning Liu AAML 143 161 0 10 Sep 2019
Towards Adversarially Robust Object Detection Haichao Zhang Jianyu Wang AAML ObjD 23 130 0 24 Jul 2019
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations Yuezun Li Xin Yang Baoyuan Wu Siwei Lyu AAML PICV CVBM 26 38 0 21 Jun 2019
Transferable Adversarial Attacks for Image and Video Object Detection Xingxing Wei Siyuan Liang Ning Chen Xiaochun Cao AAML 77 221 0 30 Nov 2018
Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches Yuezun Li Xiao Bian Ming-Ching Chang Siwei Lyu AAML ObjD 19 31 0 16 Sep 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,842 0 08 Jul 2016