Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection

8 December 2021

Papers citing "Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection"

42 / 42 papers shown

Title
Don't Lag, RAG: Training-Free Adversarial Detection Using RAG Roie Kazoom Raz Lapid Moshe Sipper Ofer Hadar VLM ObjD AAML 54 0 0 07 Apr 2025
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges Nandish Chattopadhyay Abdul Basit B. Ouni Muhammad Shafique AAML 28 0 0 01 Mar 2025
DiffPatch: Generating Customizable Adversarial Patches using Diffusion Models Zhixiang Wang Guangnan Ye X. Wang Siheng Chen Z. Wang Xingjun Ma Yu-Gang Jiang AAML DiffM 88 0 0 02 Dec 2024
DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination Jia Fu Xiao Zhang Sepideh Pashami Fatemeh Rahimian Anders Holst DiffM AAML 27 0 0 31 Oct 2024
MMAD-Purify: A Precision-Optimized Framework for Efficient and Scalable Multi-Modal Attacks Xinxin Liu Zhongliang Guo Siyuan Huang Chun Pong Lau AAML DiffM 26 0 0 17 Oct 2024
Natural Language Induced Adversarial Images Xiaopei Zhu Peiyang Xu Guanning Zeng Yingpeng Dong Xiaolin Hu AAML 23 0 0 11 Oct 2024
Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving Ce Zhou Qiben Yan Sijia Liu 3DPC AAML 13 0 0 25 Sep 2024
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model Xingxing Wei Caixin Kang Yinpeng Dong Z. Wang Shouwei Ruan Yubo Chen Hang Su AAML DiffM 27 2 0 14 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 32 1 0 11 Sep 2024
How to beat a Bayesian adversary Zihan Ding Kexin Jin J. Latz Chenguang Liu AAML BDL 25 0 0 11 Jul 2024
Self-Supervised Representation Learning for Adversarial Attack Detection Yi Li Plamen Angelov N. Suri SSL AAML 31 3 0 05 Jul 2024
I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors Zijin Lin Yue Zhao Kai Chen Jinwen He AAML 28 0 0 12 Jun 2024
Model Agnostic Defense against Adversarial Patch Attacks on Object Detection in Unmanned Aerial Vehicles Saurabh Pathak Samridha Shrestha Abdelrahman AlMahmoud AAML 27 0 0 29 May 2024
RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothing Aref Miri Rekavandi Olga Ohrimenko Benjamin I. P. Rubinstein AAML 29 0 0 14 May 2024
PAD: Patch-Agnostic Defense against Adversarial Patch Attacks Lihua Jing Rui Wang Wenqi Ren Xinjie Dong Cong Zou AAML 23 6 0 25 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
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 27 14 0 07 Mar 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack Zhongliang Guo Junhao Dong Yifei Qian Kaixuan Wang Weiye Li Ziheng Guo Yuheng Wang Yanli Li Ognjen Arandjelović Lei Fang AAML 25 8 0 18 Jan 2024
A Red Teaming Framework for Securing AI in Maritime Autonomous Systems Mathew J. Walter Aaron Barrett Kimberly Tam 16 5 0 08 Dec 2023
RADAP: A Robust and Adaptive Defense Against Diverse Adversarial Patches on Face Recognition Xiaoliang Liu Shen Furao Jian Zhao Changhai Nie AAML 11 3 0 29 Nov 2023
Instruct2Attack: Language-Guided Semantic Adversarial Attacks Jiang-Long Liu Chen Wei Yuxiang Guo Heng Yu Alan L. Yuille S. Feizi Chun Pong Lau Rama Chellappa DiffM AAML 27 5 0 27 Nov 2023
Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications Giulio Rossolini Alessandro Biondi Giorgio Buttazzo AAML 13 2 0 19 Nov 2023
Fight Fire with Fire: Combating Adversarial Patch Attacks using Pattern-randomized Defensive Patches Jianan Feng Jiachun Li Changqing Miao Jianjun Huang Wei You Wenchang Shi Bin Liang AAML 23 0 0 10 Nov 2023
Adversarial Examples in the Physical World: A Survey Jiakai Wang Xianglong Liu Jin Hu Donghua Wang Siyang Wu Tingsong Jiang Wenbiao Yao Aishan Liu Aishan Liu Jiantao Zhou AAML 30 4 0 01 Nov 2023
Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical Flow Erik Scheurer Jenny Schmalfuss Alexander Lis Andrés Bruhn AAML 21 6 0 26 Oct 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 45 2 0 19 Oct 2023
That Doesn't Go There: Attacks on Shared State in Multi-User Augmented Reality Applications Carter Slocum Yicheng Zhang Erfan Shayegani Pedram Zaree Nael B. Abu-Ghazaleh Jiasi Chen 28 6 0 17 Aug 2023
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models Zhongliang Guo Weiye Li Yifei Qian Ognjen Arandjelovic Lei Fang AAML 17 12 0 17 Aug 2023
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities Yanxin Xi Yu Liu Tong Li Jintao Ding Yunke Zhang Sasu Tarkoma Yong Li Pan Hui 17 7 0 01 Aug 2023
Defending Adversarial Patches via Joint Region Localizing and Inpainting Junwen Chen Xingxing Wei AAML 13 1 0 26 Jul 2023
Runtime Stealthy Perception Attacks against DNN-based Adaptive Cruise Control Systems Xugui Zhou Anqi Chen Maxfield Kouzel Haotian Ren Morgan McCarty Cristina Nita-Rotaru H. Alemzadeh AAML 26 1 0 18 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 10 8 0 16 Jul 2023
Distributional Modeling for Location-Aware Adversarial Patches Xingxing Wei Shouwei Ruan Yinpeng Dong Hang Su DiffM 25 4 0 28 Jun 2023
DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks Cai Kang Yinpeng Dong Zhengyi Wang Shouwei Ruan Yubo Chen Hang Su Xingxing Wei AAML DiffM 22 11 0 15 Jun 2023
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail Omer Hofman Amit Giloni Yarin Hayun I. Morikawa Toshiya Shimizu Yuval Elovici A. Shabtai AAML 24 4 0 14 Jun 2023
Towards Improved Input Masking for Convolutional Neural Networks S. Balasubramanian S. Feizi AAML 20 3 0 26 Nov 2022
Visually Adversarial Attacks and Defenses in the Physical World: A Survey Xingxing Wei Bangzheng Pu Jiefan Lu Baoyuan Wu AAML 22 10 0 03 Nov 2022
PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch Ke Xu Yao Xiao Zhao-Heng Zheng Kaijie Cai Ramkant Nevatia AAML 16 28 0 05 Jul 2022
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis Giulio Rossolini F. Nesti Fabio Brau Alessandro Biondi Giorgio Buttazzo AAML 9 8 0 14 Mar 2022
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses Chun Pong Lau Jiang-Long Liu Hossein Souri Wei-An Lin S. Feizi Ramalingam Chellappa AAML 27 12 0 12 Dec 2021
SoK: Anti-Facial Recognition Technology Emily Wenger Shawn Shan Haitao Zheng Ben Y. Zhao PICV 32 13 0 08 Dec 2021
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 145 424 0 16 Apr 2018