Analysis and Applications of Class-wise Robustness in Adversarial Training

29 May 2021

Papers citing "Analysis and Applications of Class-wise Robustness in Adversarial Training"

28 / 28 papers shown

Title
Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training Hongxin Zhi Hongtao Yu Shaome Li Xiuming Zhao Yiteng Wu OOD 30 0 0 08 Jan 2025
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training Tejaswini Medi Steffen Jung M. Keuper AAML 29 3 0 30 Oct 2024
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 28 0 0 19 Oct 2024
Understanding Implosion in Text-to-Image Generative Models Wenxin Ding Cathy Y. Li Shawn Shan Ben Y. Zhao Haitao Zheng 31 0 0 18 Sep 2024
Efficient DNN-Powered Software with Fair Sparse Models Xuanqi Gao Weipeng Jiang Juan Zhai Shiqing Ma Xiaoyu Zhang Chao Shen 31 0 0 03 Jul 2024
Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection Peng Huang Shu Hu Bo Peng Jiashu Zhang Xi Wu Xin Wang 31 5 0 25 Jun 2024
Towards White Box Deep Learning Maciej Satkiewicz AAML 32 1 0 14 Mar 2024
DAFA: Distance-Aware Fair Adversarial Training Hyungyu Lee Saehyung Lee Hyemi Jang Junsung Park Ho Bae Sungroh Yoon 31 6 0 23 Jan 2024
Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation Shiji Zhao Xizhe Wang Xingxing Wei 29 2 0 09 Dec 2023
Doubly Robust Instance-Reweighted Adversarial Training Daouda Sow Sen-Fon Lin Zhangyang Wang Yitao Liang AAML OOD 30 2 0 01 Aug 2023
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training Fan Liu Weijiao Zhang Haowen Liu AI4TS OOD 10 9 0 25 Jun 2023
CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement Xuan Gao Juan Zhai Shiqing Ma Chao Shen Yufei Chen Shiwei Wang 8 2 0 09 Apr 2023
CFA: Class-wise Calibrated Fair Adversarial Training Zeming Wei Yifei Wang Yiwen Guo Yisen Wang AAML 37 49 0 25 Mar 2023
UnbiasedNets: A Dataset Diversification Framework for Robustness Bias Alleviation in Neural Networks Mahum Naseer B. Prabakaran Osman Hasan Muhammad Shafique 16 7 0 24 Feb 2023
Revisiting adversarial training for the worst-performing class Thomas Pethick Grigorios G. Chrysos V. Cevher 8 6 0 17 Feb 2023
WAT: Improve the Worst-class Robustness in Adversarial Training Boqi Li Weiwei Liu OOD AAML 11 25 0 08 Feb 2023
Understanding the Impact of Adversarial Robustness on Accuracy Disparity Yuzheng Hu Fan Wu Hongyang R. Zhang Hang Zhao 26 8 0 28 Nov 2022
Deep Fake Detection, Deterrence and Response: Challenges and Opportunities Amin Azmoodeh Ali Dehghantanha 21 2 0 26 Nov 2022
Fairness-aware Regression Robust to Adversarial Attacks Yulu Jin Lifeng Lai FaML OOD 16 4 0 04 Nov 2022
Regional-Local Adversarially Learned One-Class Classifier Anomalous Sound Detection in Global Long-Term Space Yuyang Sha J. Faber S. Gou Bonnie M. Liu Wei Li ... T. Steckenreiter D. Vnucec Nadine Wetzstein A. Widl Kai Zhou AAML 17 6 0 26 Feb 2022
Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently Futa Waseda Sosuke Nishikawa Trung-Nghia Le H. Nguyen Isao Echizen SILM 17 35 0 29 Dec 2021
On the Convergence and Robustness of Adversarial Training Yisen Wang Xingjun Ma James Bailey Jinfeng Yi Bowen Zhou Quanquan Gu AAML 192 345 0 15 Dec 2021
Clustering Effect of (Linearized) Adversarial Robust Models Yang Bai Xin Yan Yong Jiang Shutao Xia Yisen Wang OOD AAML 26 4 0 25 Nov 2021
Fooling Adversarial Training with Inducing Noise Zhirui Wang Yifei Wang Yisen Wang 15 14 0 19 Nov 2021
Why Do We Click: Visual Impression-aware News Recommendation Jiahao Xun Shengyu Zhang Zhou Zhao Jieming Zhu Qi Zhang Jingjie Li Xiuqiang He Xiaofei He Tat-Seng Chua Fei Wu 101 32 0 26 Sep 2021
Reliable Adversarial Distillation with Unreliable Teachers Jianing Zhu Jiangchao Yao Bo Han Jingfeng Zhang Tongliang Liu Gang Niu Jingren Zhou Jianliang Xu Hongxia Yang AAML 11 59 0 09 Jun 2021
A Unified Game-Theoretic Interpretation of Adversarial Robustness Jie Ren Die Zhang Yisen Wang Lu Chen Zhanpeng Zhou ... Xu Cheng Xin Eric Wang Meng Zhou Jie Shi Quanshi Zhang AAML 64 22 0 12 Mar 2021
Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training Lue Tao Lei Feng Jinfeng Yi Sheng-Jun Huang Songcan Chen AAML 21 71 0 09 Feb 2021