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DPatch: An Adversarial Patch Attack on Object Detectors

5 June 2018

Huanrui Yang

Yiran Chen

Papers citing "DPatch: An Adversarial Patch Attack on Object Detectors"

50 / 143 papers shown

Title
NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations Junjie Nan Jianing Li Wei Chen Mingkun Zhang Xueqi Cheng PICV 156 0 0 15 Oct 2025
Model-agnostic Adversarial Attack and Defense for Vision-Language-Action Models Haochuan Xu Yun Sing Koh Shuhuai Huang Z. Zhou D. Wang Jun Sakuma Jingfeng Zhang AAML 141 2 0 15 Oct 2025
Bridging the Task Gap: Multi-Task Adversarial Transferability in CLIP and Its Derivatives Kuanrong Liu Siyuan Liang Cheng Qian Ming Zhang Xiaochun Cao AAML VLM 83 0 0 28 Sep 2025
BiTAA: A Bi-Task Adversarial Attack for Object Detection and Depth Estimation via 3D Gaussian Splatting Yixun Zhang Feng Zhou Jianqin Yin AAML 89 0 0 24 Sep 2025
Adversarial Patch Attack for Ship Detection via Localized Augmentation Chun Liu Panpan Ding Zheng Zheng Hailong Wang Bingqian Zhu Tao Xu Zhigang Han Jiayao Wang AAML 48 0 0 29 Aug 2025
IPG: Incremental Patch Generation for Generalized Adversarial Patch Training Wonho Lee Hyunsik Na Jisu Lee Daeseon Choi AAML VLM 114 0 0 13 Aug 2025
Black-box Adversarial Attacks on CNN-based SLAM Algorithms M. Gkeka Bowen Sun Evgenia Smirni C. Antonopoulos S. Lalis Nikolaos Bellas AAML 158 1 0 30 May 2025
SuperPure: Efficient Purification of Localized and Distributed Adversarial Patches via Super-Resolution GAN Models Hossein Khalili Seongbin Park Venkat Bollapragada Nader Sehatbakhsh AAML 343 0 0 22 May 2025
Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores Hyunsik Na Wonho Lee Seungdeok Roh Sohee Park Daeseon Choi AAML 144 1 0 13 May 2025
Adversarial Attacks in Multimodal Systems: A Practitioner's SurveyAnnual International Computer Software and Applications Conference (COMPSAC), 2025 Shashank Kapoor Sanjay Surendranath Girija Lakshit Arora Dipen Pradhan Ankit Shetgaonkar Aman Raj AAML 393 1 0 06 May 2025
Human-Imperceptible Physical Adversarial Attack for NIR Face Recognition Models Songyan Xie Jinghang Wen Encheng Su Qiucheng Yu AAML PICV 177 0 0 22 Apr 2025
CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors Jiahuan Long Wen Yao Tingsong Jiang Chao Ma AAML 141 1 0 15 Apr 2025
Don't Lag, RAG: Training-Free Adversarial Detection Using RAG Roie Kazoom Raz Lapid Moshe Sipper Ofer Hadar VLM ObjD AAML 337 5 0 07 Apr 2025
Quality-focused Active Adversarial Policy for Safe Grasping in Human-Robot Interaction Chenghao Li Razvan Beuran Nak Young Chong AAML 333 0 0 25 Mar 2025
MRI2Speech: Speech Synthesis from Articulatory Movements Recorded by Real-time MRIIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 N. Shah Ayan Kashyap Shirish S. Karande Vineet Gandhi 186 1 0 20 Jan 2025
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust FeatureAAAI Conference on Artificial Intelligence (AAAI), 2024 Yichen Wang Yuxuan Chou Ziqi Zhou Hangtao Zhang Wei Wan Shengshan Hu Minghui Li AAML 269 12 0 22 Dec 2024
Texture- and Shape-based Adversarial Attacks for Overhead Image Vehicle DetectionInternational Conference on Information Photonics (ICIP), 2024 Mikael Yeghiazaryan Sai Abhishek Siddhartha Namburu Emily Kim Stanislav Panev Celso de Melo Brent Lance Fernando de la Torre AAML 310 0 0 20 Dec 2024
TACO: Adversarial Camouflage Optimization on Trucks to Fool Object DetectorsBig Data and Cognitive Computing (BDCC), 2024 Adonisz Dimitriu Tamás Michaletzky Viktor Remeli AAML 920 0 0 28 Oct 2024
ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection Martin Aubard László Antal Ana Madureira Luis F. Teixeira Erika Ábrahám AAML 178 2 0 14 Oct 2024
Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object DetectorsEuropean Conference on Computer Vision (ECCV), 2024 Tao Lin Lijia Yu Gaojie Jin Renjue Li Peng Wu Lijun Zhang AAML 255 2 0 14 Oct 2024
Towards Physically Realizable Adversarial Attacks in Embodied Vision Navigation Meng Chen Jiawei Tu Chao Qi Yonghao Dang F. Zhou Wei Wei Jianqin Yin AAML 440 6 0 16 Sep 2024
AdvLogo: Adversarial Patch Attack against Object Detectors based on Diffusion Models Boming Miao Chunxiao Li Yao Zhu Weixiang Sun Zizhe Wang Xiaoyi Wang Chuanlong Xie DiffM AAML 278 2 0 11 Sep 2024
A Survey and Evaluation of Adversarial Attacks for Object DetectionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Khoi Nguyen Tiet Nguyen Wenyu Zhang Kangkang Lu Yuhuan Wu Xingjian Zheng Hui Li Tan Liangli Zhen AAML 304 0 0 04 Aug 2024
On Feasibility of Intent Obfuscating Attacks Zhaobin Li Patrick Shafto AAML 165 0 0 22 Jul 2024
Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving Shaoyuan Xie Lingdong Kong Wenwei Zhang Jiawei Ren Liang Pan Kai-xiang Chen Ziwei Liu AAML 254 26 0 27 May 2024
Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection Dehong Kong Siyuan Liang Wenqi Ren AAML 176 10 0 13 May 2024
BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization Satyadwyoom Kumar Saurabh Gupta Arun Balaji Buduru AAML 165 0 0 09 May 2024
PAD: Patch-Agnostic Defense against Adversarial Patch Attacks Lihua Jing Rui Wang Wenqi Ren Xinjie Dong Cong Zou AAML 192 36 0 25 Apr 2024
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics Victoria Leonenkova E. Shumitskaya Anastasia Antsiferova D. Vatolin 247 4 0 15 Apr 2024
EVD4UAV: An Altitude-Sensitive Benchmark to Evade Vehicle Detection in UAV Huiming Sun Jiacheng Guo Zibo Meng Tianyu Zhang Jianwu Fang Yuewei Lin Hongkai Yu AAML 232 4 0 08 Mar 2024
Effectiveness Assessment of Recent Large Vision-Language Models Yao Jiang Xinyu Yan Ge-Peng Ji Keren Fu Meijun Sun Huan Xiong Deng-Ping Fan Fahad Shahbaz Khan 446 34 0 07 Mar 2024
Verification of Neural Networks' Global Robustness Anan Kabaha Dana Drachsler-Cohen AAML OOD 235 12 0 29 Feb 2024
Flexible Physical Camouflage Generation Based on a Differential Approach Yang Li Wenyi Tan Chenxing Zhao Shuangju Zhou Xinkai Liang Quanbiao Pan AAML 161 10 0 21 Feb 2024
Test-Time Backdoor Attacks on Multimodal Large Language Models Dong Lu Tianyu Pang Chao Du Qian Liu Xianjun Yang Min Lin AAML 312 35 0 13 Feb 2024
Towards Robust Semantic Segmentation against Patch-based Attack via Attention RefinementInternational Journal of Computer Vision (IJCV), 2024 Zheng Yuan Jie Zhang Yude Wang Shiguang Shan Xilin Chen AAML 423 2 0 03 Jan 2024
MVPatch: More Vivid Patch for Adversarial Camouflaged Attacks on Object Detectors in the Physical World Zheng Zhou Hong Zhao Ju Liu Qiaosheng Zhang Liwei Geng Shuchang Lyu W. Feng AAML 293 4 0 29 Dec 2023
QuadAttack: A Quadratic Programming Approach to Ordered Top-K AttacksNeural Information Processing Systems (NeurIPS), 2023 Thomas Paniagua Ryan Grainger Tianfu Wu AAML 196 0 0 12 Dec 2023
A Red Teaming Framework for Securing AI in Maritime Autonomous SystemsApplied Artificial Intelligence (AAI), 2023 Mathew J. Walter Aaron Barrett Kimberly Tam 250 11 0 08 Dec 2023
Fool the Hydra: Adversarial Attacks against Multi-view Object Detection Systems Bilel Tarchoun Quazi Mishkatul Alam Nael B. Abu-Ghazaleh Ihsen Alouani AAML 121 0 0 30 Nov 2023
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning Shashank Kotyan Danilo Vasconcellos Vargas AAML 154 0 0 14 Nov 2023
Assist Is Just as Important as the Goal: Image Resurfacing to Aid Model's Robust PredictionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Abhijith Sharma Phil Munz Apurva Narayan AAML 246 1 0 02 Nov 2023
PatchCURE: Improving Certifiable Robustness, Model Utility, and Computation Efficiency of Adversarial Patch Defenses Chong Xiang Tong Wu Sihui Dai Jonathan Petit Suman Jana Prateek Mittal 313 10 0 19 Oct 2023
The Adversarial Implications of Variable-Time Inference Dudi Biton Aditi Misra Efrat Levy J. Kotak Ron Bitton R. Schuster Nicolas Papernot Yuval Elovici Ben Nassi AAML 120 1 0 05 Sep 2023
Benchmarking Adversarial Robustness of Compressed Deep Learning Models Brijesh Vora Kartik Patwari Syed Mahbub Hafiz Zubair Shafiq Chen-Nee Chuah AAML 154 3 0 16 Aug 2023
A Review of Adversarial Attacks in Computer Vision Yutong Zhang Yao Li Yin Li Zhichang Guo AAML 177 5 0 15 Aug 2023
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future OutlookIEEE Access (IEEE Access), 2023 Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammed Shafique AAML 271 32 0 11 Aug 2023
FROD: Robust Object Detection for Free Muhammad Awais Awais Weiming Zhuang Zhuang Lingjuan Lingjuan Lyu Sung-Ho Sung-Ho Bae ObjD 160 2 0 03 Aug 2023
Towards Generic and Controllable Attacks Against Object Detection Guopeng Li Yue Xu Jian Ding Guisong Xia AAML 228 7 0 23 Jul 2023
Runtime Stealthy Perception Attacks against DNN-based Adaptive Cruise Control SystemsACM Asia Conference on Computer and Communications Security (AsiaCCS), 2023 Xugui Zhou Anqi Chen Maxfield Kouzel Haotian Ren Morgan McCarty Cristina Nita-Rotaru H. Alemzadeh AAML 347 3 0 18 Jul 2023
Distributional Modeling for Location-Aware Adversarial Patches Xingxing Wei Shouwei Ruan Yinpeng Dong Hang Su DiffM 153 6 0 28 Jun 2023