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Physically Adversarial Attacks and Defenses in Computer Vision: A Survey


Nov 03, 2022
Xingxing Wei, Bangzheng Pu, Jiefan Lu, Baoyuan Wu


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Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning


Oct 31, 2022
Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu

* 11 pages, 5 figures, 11 tables 

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Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation


Oct 12, 2022
Zeyu Qin, Yanbo Fan, Yi Liu, Li Shen, Yong Zhang, Jue Wang, Baoyuan Wu

* NeurIPS 2022 conference paper 

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Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis


Oct 02, 2022
Jiancong Xiao, Zeyu Qin, Yanbo Fan, Baoyuan Wu, Jue Wang, Zhi-Quan Luo


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A Large-scale Multiple-objective Method for Black-box Attack against Object Detection


Sep 16, 2022
Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao

* 14 pages, 5 figures, ECCV2022 

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Imperceptible and Robust Backdoor Attack in 3D Point Cloud


Aug 17, 2022
Kuofeng Gao, Jiawang Bai, Baoyuan Wu, Mengxi Ya, Shu-Tao Xia


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Versatile Weight Attack via Flipping Limited Bits


Jul 25, 2022
Jiawang Bai, Baoyuan Wu, Zhifeng Li, Shu-tao Xia

* Extension of our ICLR 2021 work: arXiv:2102.10496 

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Prior-Guided Adversarial Initialization for Fast Adversarial Training


Jul 18, 2022
Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao

* ECCV 2022 
* ECCV 2022 

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Learning to Accelerate Approximate Methods for Solving Integer Programming via Early Fixing


Jul 05, 2022
Longkang Li, Baoyuan Wu

* 16 pages, 11 figures, 6 tables 

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BackdoorBench: A Comprehensive Benchmark of Backdoor Learning


Jun 25, 2022
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen, Hongyuan Zha

* 30 pages, 14 figures, 10 tables 

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