Towards Practical Certifiable Patch Defense with Vision Transformer

16 March 2022

Zhaoyu Chen

Papers citing "Towards Practical Certifiable Patch Defense with Vision Transformer"

41 / 41 papers shown

Title
MMARD: Improving the Min-Max Optimization Process in Adversarial Robustness Distillation Yuzheng Wang Zhaoyu Chen Dingkang Yang Yuanhang Wang Lizhe Qi AAML 147 0 0 09 Mar 2025
A Guide to Failure in Machine Learning: Reliability and Robustness from Foundations to Practice Eric Heim Oren Wright David Shriver OOD FaML 130 0 0 01 Mar 2025
Boosting Adversarial Transferability with Spatial Adversarial Alignment Zhaoyu Chen Haijing Guo Kaixun Jiang Jiyuan Fu Xinyu Zhou Dingkang Yang Hao Tang Yue Liu Wenqiang Zhang AAML 69 0 0 03 Jan 2025
ViTGuard: Attention-aware Detection against Adversarial Examples for Vision Transformer Shihua Sun Kenechukwu Nwodo Shridatt Sugrim Angelos Stavrou Haining Wang AAML 85 1 0 20 Sep 2024
Self-Cooperation Knowledge Distillation for Novel Class Discovery Yuzheng Wang Zhaoyu Chen Dingkang Yang Yunquan Sun Lizhe Qi 95 2 0 02 Jul 2024
CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models Qili Zhou Zhengyuan Wei Haipeng Wang Bo Jiang William Chan AAML 117 1 0 13 May 2024
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts Yuzheng Wang Dingkang Yang Zhaoyu Chen Yang Liu Siao Liu Wenqiang Zhang Lihua Zhang Lizhe Qi 70 9 0 28 Mar 2024
Delving into Decision-based Black-box Attacks on Semantic Segmentation Zhaoyu Chen Zhengyang Shan Jingwen Chang Kaixun Jiang Dingkang Yang Yiting Cheng Wenqiang Zhang AAML 63 0 0 02 Feb 2024
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement Zheng Yuan Jie Zhang Yude Wang Shiguang Shan Xilin Chen AAML 126 1 0 03 Jan 2024
Fool the Hydra: Adversarial Attacks against Multi-view Object Detection Systems Bilel Tarchoun Quazi Mishkatul Alam Nael B. Abu-Ghazaleh Ihsen Alouani AAML 36 0 0 30 Nov 2023
Trainwreck: A damaging adversarial attack on image classifiers Jan Zahálka 96 1 0 24 Nov 2023
Assist Is Just as Important as the Goal: Image Resurfacing to Aid Model's Robust Prediction Abhijith Sharma Phil Munz Apurva Narayan AAML 111 0 0 02 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 111 4 0 01 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 122 6 0 19 Oct 2023
Exploring Decision-based Black-box Attacks on Face Forgery Detection Zhaoyu Chen Yue Liu Kaixun Jiang Shuang Wu Shouhong Ding Wenqiang Zhang AAML CVBM 132 1 0 18 Oct 2023
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning Kangyang Luo Shuai Wang Y. Fu Xiang Li Yunshi Lan Minghui Gao FedML 91 29 0 24 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 103 23 0 20 Sep 2023
Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation Siao Liu Zhaoyu Chen Yang Liu Yuzheng Wang Dingkang Yang ... Ziqing Zhou Xie Yi Wei Li Wenqiang Zhang Zhongxue Gan 118 24 0 02 Aug 2023
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models Qili Zhou Zhengyuan Wei Haipeng Wang William Chan AAML 70 0 0 01 Aug 2023
Sampling to Distill: Knowledge Transfer from Open-World Data Yuzheng Wang Zhaoyu Chen Jie M. Zhang Dingkang Yang Zuhao Ge Yang Liu Siao Liu Yunquan Sun Wenqiang Zhang Lizhe Qi 85 9 0 31 Jul 2023
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception Dingkang Yang Shuai Huang Zhi Xu Zhenpeng Li Shunli Wang ... Yan Wang Jing Liu Pei Zhang Peng Zhai Lihua Zhang 99 38 0 26 Jul 2023
Query-Efficient Decision-based Black-Box Patch Attack Zhaoyu Chen Yue Liu Shuang Wu Shouhong Ding Wenqiang Zhang AAML 87 35 0 02 Jul 2023
Architecture-agnostic Iterative Black-box Certified Defense against Adversarial Patches Dichao Yang Yihao Huang Qing Guo Felix Juefei Xu Ming Hu Yang Liu G. Pu AAML 100 0 0 18 May 2023
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses Joana Cabral Costa Tiago Roxo Hugo Manuel Proença Pedro R. M. Inácio AAML 120 62 0 18 May 2023
Content-based Unrestricted Adversarial Attack Zhaoyu Chen Yue Liu Shuang Wu Kaixun Jiang Shouhong Ding Wenqiang Zhang DiffM 91 70 0 18 May 2023
Context De-confounded Emotion Recognition Dingkang Yang Zhaoyu Chen Yuzheng Wang Shunli Wang Mingcheng Li ... Xiao Zhao Shuai Huang Zhiyan Dong Peng Zhai Lihua Zhang CML 103 44 0 21 Mar 2023
Efficient Decision-based Black-box Patch Attacks on Video Recognition Kaixun Jiang Zhaoyu Chen Tony Huang Jiafeng Wang Dingkang Yang Yue Liu Yan Wang Wenqiang Zhang AAML 92 23 0 21 Mar 2023
Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation Yuzheng Wang Zhaoyu Chen Dingkang Yang Pinxue Guo Kaixun Jiang Wenqiang Zhang Lizhe Qi AAML 65 6 0 21 Mar 2023
Delving into the Adversarial Robustness of Federated Learning Jie M. Zhang Yue Liu Chen Chen Lingjuan Lyu Shuang Wu Shouhong Ding Chao Wu FedML 84 38 0 19 Feb 2023
Explicit and Implicit Knowledge Distillation via Unlabeled Data Yuzheng Wang Zuhao Ge Zhaoyu Chen Xiangjian Liu Chuang Ma Yunquan Sun Lizhe Qi 110 10 0 17 Feb 2023
Adversarial Contrastive Distillation with Adaptive Denoising Yuzheng Wang Zhaoyu Chen Dingkang Yang Yang Liu Siao Liu Wenqiang Zhang Lizhe Qi 97 22 0 17 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Yang Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 151 96 0 10 Feb 2023
Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization Jiafeng Wang Zhaoyu Chen Kaixun Jiang Dingkang Yang Lingyi Hong Pinxue Guo Yan Wang Wenqiang Zhang AAML 126 31 0 21 Nov 2022
T-SEA: Transfer-based Self-Ensemble Attack on Object Detection Hao Huang Ziyan Chen Huanran Chen Yongtao Wang Ke-Yue Zhang AAML 110 59 0 16 Nov 2022
Visually Adversarial Attacks and Defenses in the Physical World: A Survey Xingxing Wei Bangzheng Pu Jiefan Lu Baoyuan Wu AAML 148 11 0 03 Nov 2022
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation Maksym Yatsura K. Sakmann N. G. Hua Matthias Hein J. H. Metzen AAML 107 18 0 13 Sep 2022
Federated Learning with Label Distribution Skew via Logits Calibration Jie M. Zhang Zhiqi Li Yue Liu Jianghe Xu Shuang Wu Shouhong Ding Chao Wu FedML 95 146 0 01 Sep 2022
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks Husheng Han Xingui Hu Kaidi Xu Pucheng Dang Ying Wang Yongwei Zhao Zidong Du Qi Guo Yanzhi Yang Tianshi Chen AAML 101 3 0 19 Aug 2022
Generative Domain Adaptation for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Kekai Sheng Shouhong Ding Lizhuang Ma CVBM 87 53 0 20 Jul 2022
Adversarial Examples for Good: Adversarial Examples Guided Imbalanced Learning Jie Zhang Lei Zhang Gang Li Chao Wu GAN AAML 107 10 0 28 Jan 2022
DENSE: Data-Free One-Shot Federated Learning Jie M. Zhang Chen Chen Yue Liu Lingjuan Lyu Shuang Wu Shouhong Ding Chunhua Shen Chao Wu FedML DD 124 114 0 23 Dec 2021