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Transferable Adversarial Attacks for Image and Video Object Detection

30 November 2018

Ning Chen

Papers citing "Transferable Adversarial Attacks for Image and Video Object Detection"

50 / 102 papers shown

Title
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation Jiawei Liang Siyuan Liang Aishan Liu Ke Ma Jingzhi Li Xiaochun Cao VLM 120 16 0 20 Sep 2022
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection Siyuan Liang Longkang Li Yanbo Fan Xiaojun Jia Jingzhi Li Baoyuan Wu Xiaochun Cao AAML 90 35 0 16 Sep 2022
A Human-in-the-Middle Attack against Object Detection Systems Han-Ching Wu Sareh Rowlands Johan Wahlstrom AAML 70 0 0 15 Aug 2022
Hardly Perceptible Trojan Attack against Neural Networks with Bit Flips Jiawang Bai Kuofeng Gao Dihong Gong Shutao Xia Zhifeng Li Wen Liu AAML 80 29 0 27 Jul 2022
Towards Efficient Adversarial Training on Vision Transformers Boxi Wu Jindong Gu Zhifeng Li Deng Cai Xiaofei He Wei Liu ViT AAML 87 40 0 21 Jul 2022
Prior-Guided Adversarial Initialization for Fast Adversarial Training Xiaojun Jia Yong Zhang Xingxing Wei Baoyuan Wu Ke Ma Jue Wang Xiaochun Cao AAML 63 40 0 18 Jul 2022
Adversarially-Aware Robust Object Detector Ziyi Dong Pengxu Wei Liang Lin AAML ObjD 93 30 0 13 Jul 2022
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors? Hui Xia Rui Zhang Zizi Kang Shuliang Jiang AAML 28 0 0 22 Jun 2022
Focused Adversarial Attacks Thomas Cilloni Charles Walter Charles Fleming AAML 55 1 0 19 May 2022
Using Frequency Attention to Make Adversarial Patch Powerful Against Person Detector Xiaochun Lei Chang Lu Zetao Jiang Zhaoting Gong Xiang Cai Linjun Lu AAML 47 5 0 10 May 2022
Zero-Query Transfer Attacks on Context-Aware Object Detectors Zikui Cai S. Rane Alejandro E. Brito Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury M. Salman Asif AAML 65 22 0 29 Mar 2022
How Do We Fail? Stress Testing Perception in Autonomous Vehicles Harrison Delecki Masha Itkina Bernard Lange Ransalu Senanayake Mykel J. Kochenderfer 84 24 0 26 Mar 2022
LAS-AT: Adversarial Training with Learnable Attack Strategy Xiaojun Jia Yong Zhang Baoyuan Wu Ke Ma Jue Wang Xiaochun Cao AAML 76 140 0 13 Mar 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 92 72 0 22 Jan 2022
A Black-box NLP Classifier Attacker Yueyang Liu Hunmin Lee Zhipeng Cai AAML 22 6 0 22 Dec 2021
Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning Tong Chen Zhan Ma AAML 56 32 0 16 Dec 2021
Triangle Attack: A Query-efficient Decision-based Adversarial Attack Xiaosen Wang Zeliang Zhang Kangheng Tong Dihong Gong Kun He Zhifeng Li Wei Liu AAML 92 62 0 13 Dec 2021
Context-Aware Transfer Attacks for Object Detection Zikui Cai Xinxin Xie Shasha Li Mingjun Yin Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury M. Salman Asif AAML 81 28 0 06 Dec 2021
Boosting Fast Adversarial Training with Learnable Adversarial Initialization Xiaojun Jia Yong Zhang Baoyuan Wu Jue Wang Xiaochun Cao AAML 102 55 0 11 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 54 6 0 30 Sep 2021
Hybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack Reek Majumder S. Khan Fahim Ahmed Zadid Khan Frank Ngeni G. Comert Judith Mwakalonge Dimitra Michalaka M. Chowdhury AAML 23 14 0 02 Aug 2021
Inconspicuous Adversarial Patches for Fooling Image Recognition Systems on Mobile Devices Tao Bai Jinqi Luo Jun Zhao AAML 67 30 0 29 Jun 2021
A Simple and Strong Baseline for Universal Targeted Attacks on Siamese Visual Tracking Zhenbang Li Yaya Shi Jin Gao Shaoru Wang Bing Li Pengpeng Liang Weiming Hu AAML 87 27 0 06 May 2021
IPatch: A Remote Adversarial Patch Yisroel Mirsky AAML 62 12 0 30 Apr 2021
Class-Aware Robust Adversarial Training for Object Detection Pin-Chun Chen Bo-Han Kung Jun-Cheng Chen AAML ObjD 132 49 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 71 19 0 22 Mar 2021
DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks Chong Xiang Prateek Mittal AAML 107 52 0 05 Feb 2021
Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai Jinqi Luo Jun Zhao Bihan Wen Qian Wang AAML 192 496 0 02 Feb 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 70 78 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 62 7 0 08 Dec 2020
$Towards Defending Multiple $\ell_p$-norm Bounded Adversarial Perturbations via Gated Batch Normalization$ Towards Defending Multiple $\ell_p$ -norm Bounded Adversarial Perturbations via Gated Batch Normalization Aishan Liu Shiyu Tang Xinyun Chen Lei Huang Zhuozhuo Tu Xianglong Liu Dacheng Tao AAML 110 35 0 03 Dec 2020
Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks Tao Bai Jinqi Luo Jun Zhao AAML 84 8 0 03 Nov 2020
Transferable Universal Adversarial Perturbations Using Generative Models Atiyeh Hashemi Andreas Bär S. Mozaffari Tim Fingscheidt AAML 78 17 0 28 Oct 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 80 4 0 27 Oct 2020
DPAttack: Diffused Patch Attacks against Universal Object Detection Shudeng Wu Tao Dai Shutao Xia AAML 86 26 0 16 Oct 2020
Adversarial Patch Attacks on Monocular Depth Estimation Networks Koichiro Yamanaka R. Matsumoto Keita Takahashi T. Fujii GAN AAML MDE 57 37 0 06 Oct 2020
Adversarial Rain Attack and Defensive Deraining for DNN Perception Liming Zhai Felix Juefei Xu Qing Guo Xiaofei Xie Lei Ma Weiiia Feng Shengchao Qin Yang Liu AAML 52 16 0 19 Sep 2020
The Intriguing Relation Between Counterfactual Explanations and Adversarial Examples Timo Freiesleben GAN 102 64 0 11 Sep 2020
Defending Against Multiple and Unforeseen Adversarial Videos Shao-Yuan Lo Vishal M. Patel AAML 72 24 0 11 Sep 2020
Adversarial Examples on Object Recognition: A Comprehensive Survey A. Serban E. Poll Joost Visser AAML 113 73 0 07 Aug 2020
Efficient Adversarial Attacks for Visual Object Tracking Siyuan Liang Xingxing Wei Siyuan Yao Xiaochun Cao AAML 78 75 0 01 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 53 24 0 11 Jul 2020
Learning Goals from Failure Dave Epstein Carl Vondrick 27 3 0 28 Jun 2020
Cooling-Shrinking Attack: Blinding the Tracker with Imperceptible Noises B. Yan Dong Wang Huchuan Lu Xiaoyun Yang AAML 51 73 0 21 Mar 2020
Mixup Regularization for Region Proposal based Object Detectors S. Bouabid V. Delaitre ObjD 62 5 0 04 Mar 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
Membership Inference Attacks Against Object Detection Models Yeachan Park Myung-joo Kang MIACV 36 6 0 12 Jan 2020
Sparse Black-box Video Attack with Reinforcement Learning Xingxing Wei Huanqian Yan Yue Liu AAML 107 51 0 11 Jan 2020
A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories Zhaohui Che Ali Borji Guangtao Zhai Suiyi Ling Jing Li P. Le Callet AAML FedML 49 30 0 18 Nov 2019
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors Zuxuan Wu Ser-Nam Lim L. Davis Tom Goldstein AAML 146 265 0 31 Oct 2019