Towards Adversarially Robust Object Detection

24 July 2019

Papers citing "Towards Adversarially Robust Object Detection"

50 / 56 papers shown

Title
Multi-Robot Coordination with Adversarial Perception Rayan Bahrami H. Jafarnejadsani AAML 34 0 0 12 Apr 2025
Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training Yuanqi Yao Gang Wu Kui Jiang Siao Liu Jian Kuai Xianming Liu Junjun Jiang MDE 32 1 0 04 Nov 2024
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks Zhiyuan Cheng Cheng Han James Liang Qifan Wang Xiangyu Zhang Dongfang Liu AAML 32 4 0 09 Jun 2024
PAD: Patch-Agnostic Defense against Adversarial Patch Attacks Lihua Jing Rui Wang Wenqi Ren Xinjie Dong Cong Zou AAML 21 6 0 25 Apr 2024
SA-Attack: Speed-adaptive stealthy adversarial attack on trajectory prediction Huilin Yin Jiaxiang Li Pengju Zhen Jun Yan AAML 23 1 0 19 Apr 2024
Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches Lingxuan Wu Xiao Yang Yinpeng Dong Liuwei Xie Hang Su Jun Zhu AAML 35 2 0 31 Mar 2024
What Sketch Explainability Really Means for Downstream Tasks Hmrishav Bandyopadhyay Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Tao Xiang Yi-Zhe Song 30 4 0 14 Mar 2024
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning Shashank Kotyan Danilo Vasconcellos Vargas AAML 13 0 0 14 Nov 2023
Drawing the Same Bounding Box Twice? Coping Noisy Annotations in Object Detection with Repeated Labels David Tschirschwitz C. Benz Morris Florek Henrik Norderhus Benno Stein Volker Rodehorst 14 1 0 18 Sep 2023
Robust Backdoor Attacks on Object Detection in Real World Yaguan Qian Boyuan Ji Shuke He Shenhui Huang Xiang Ling Bin Wang Wen Wang 39 3 0 16 Sep 2023
FROD: Robust Object Detection for Free Muhammad Awais Awais Weiming Zhuang Zhuang Lingjuan Lingjuan Lyu Sung-Ho Sung-Ho Bae ObjD 21 1 0 03 Aug 2023
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts Xiaofeng Mao YueFeng Chen Yao Zhu Da Chen Hang Su Rong Zhang H. Xue ObjD OOD 26 18 0 24 Jul 2023
Towards Generic and Controllable Attacks Against Object Detection Guopeng Li Yue Xu Jian Ding Guisong Xia AAML 29 6 0 23 Jul 2023
Object Detection with Transformers: A Review Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 13 27 0 07 Jun 2023
On the Importance of Backbone to the Adversarial Robustness of Object Detectors Xiao-Li Li Hang Chen Xiaolin Hu AAML 34 4 0 27 May 2023
Identifying Label Errors in Object Detection Datasets by Loss Inspection Marius Schubert Tobias Riedlinger Karsten Kahl Daniel Kröll S. Schoenen Sinisa Segvic Matthias Rottmann NoLa 14 6 0 13 Mar 2023
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection Aishan Liu Jun Guo Jiakai Wang Siyuan Liang Renshuai Tao Wenbo Zhou Cong Liu Xianglong Liu Dacheng Tao AAML 34 60 0 19 Feb 2023
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks Zhiyuan Cheng James Liang Guanhong Tao Dongfang Liu Xiangyu Zhang 32 18 0 31 Jan 2023
General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments Xiaogang Xu Hengshuang Zhao Philip H. S. Torr Jiaya Jia AAML 24 2 0 11 Dec 2022
Robust Real-World Image Super-Resolution against Adversarial Attacks N. Babaguchi John R. Smith Pengxu Wei T. Plagemann Rong Yan AAML 18 25 0 31 Jul 2022
Adversarially-Aware Robust Object Detector Ziyi Dong Pengxu Wei Liang Lin AAML ObjD 14 27 0 13 Jul 2022
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection Linhai Ma Liang Liang OOD 16 6 0 02 Jun 2022
Optimizing One-pixel Black-box Adversarial Attacks Tianxun Zhou Shubhanka Agrawal Prateek Manocha AAML MLAU 11 3 0 30 Apr 2022
Does Robustness on ImageNet Transfer to Downstream Tasks? Yutaro Yamada Mayu Otani OOD 18 27 0 08 Apr 2022
Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios Jung Im Choi Qing Tian AAML 12 38 0 10 Feb 2022
ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking Chong Xiang Alexander Valtchanov Saeed Mahloujifar Prateek Mittal AAML 8 21 0 03 Feb 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 25 86 0 23 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 19 75 0 08 Dec 2021
Consistent Semantic Attacks on Optical Flow Tomer Koren L. Talker Michael Dinerstein R. Jevnisek AAML 12 4 0 16 Nov 2021
Robust and Accurate Object Detection via Self-Knowledge Distillation Weipeng Xu Pengzhi Chu Renhao Xie Xiongziyan Xiao Hongcheng Huang AAML ObjD 19 4 0 14 Nov 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 18 12 0 13 Sep 2021
Adversarially Trained Object Detector for Unsupervised Domain Adaptation Kazuma Fujii Hiroshi Kera K. Kawamoto ObjD AAML 23 3 0 13 Sep 2021
Generalized Real-World Super-Resolution through Adversarial Robustness Angela Castillo María Escobar Juan C. Pérez Andrés Romero Radu Timofte Luc Van Gool Pablo Arbelaez 11 16 0 25 Aug 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Saeed Mian Navid Kardan M. Shah AAML 22 235 0 01 Aug 2021
Towards Robust General Medical Image Segmentation Laura Alexandra Daza Juan C. Pérez Pablo Arbelaez OOD 15 25 0 09 Jul 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 11 217 0 17 Jun 2021
Class-Aware Robust Adversarial Training for Object Detection Pin-Chun Chen Bo-Han Kung Jun-Cheng Chen AAML ObjD 15 48 0 30 Mar 2021
Robust and Accurate Object Detection via Adversarial Learning Xiangning Chen Cihang Xie Mingxing Tan Li Zhang Cho-Jui Hsieh Boqing Gong AAML 23 72 0 23 Mar 2021
DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks Chong Xiang Prateek Mittal AAML 21 52 0 05 Feb 2021
Using Feature Alignment Can Improve Clean Average Precision and Adversarial Robustness in Object Detection Weipeng Xu Hongcheng Huang Shaoyou Pan ObjD 23 7 0 08 Dec 2020
UP-DETR: Unsupervised Pre-training for Object Detection with Transformers Zhigang Dai Bolun Cai Yugeng Lin Junying Chen ViT 22 22 0 18 Nov 2020
Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts Tiago Azevedo R. D. Jong Matthew Mattina Partha P. Maji UQCV 8 15 0 07 Sep 2020
Relevance Attack on Detectors Sizhe Chen Fan He Xiaolin Huang Kun Zhang AAML 24 16 0 16 Aug 2020
Shift Equivariance in Object Detection M. Manfredi Yu Wang ObjD 9 18 0 13 Aug 2020
Towards robust sensing for Autonomous Vehicles: An adversarial perspective Apostolos Modas Ricardo Sánchez-Matilla P. Frossard Andrea Cavallaro AAML 6 35 0 14 Jul 2020
Adversarial Robustness of Deep Sensor Fusion Models Shaojie Wang Tong Wu Ayan Chakrabarti Yevgeniy Vorobeychik AAML 20 10 0 23 Jun 2020
Mixup Regularization for Region Proposal based Object Detectors S. Bouabid V. Delaitre ObjD 12 5 0 04 Mar 2020
Adversarial Ranking Attack and Defense Mo Zhou Zhenxing Niu Le Wang Qilin Zhang G. Hua 22 38 0 26 Feb 2020
Sparse Black-box Video Attack with Reinforcement Learning Xingxing Wei Huanqian Yan Bo-wen Li AAML 20 49 0 11 Jan 2020
Design and Interpretation of Universal Adversarial Patches in Face Detection Xiao Yang Fangyun Wei Hongyang R. Zhang Jun Zhu AAML CVBM 36 43 0 30 Nov 2019