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Understanding and Mitigating Dimensional Collapse in Federated Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:  Shi, Yujun;  Liang, Jian;  Zhang, Wenqing;  Xue, Chuhui;  Tan, Vincent Y. F.;  Bai, Song
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/03
Federated learning  representation learning  distribution shift  dimensional collapse  
Invisible Intruders: Label-Consistent Backdoor Attack using Re-parameterized Noise Trigger 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 14, 期号: 8, 页码: 1-13
作者:  Bo Wang;  Fei Yu;  Fei Wei;  Yi Li;  Wei Wang
Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：46/15  |  提交时间：2024/06/21
r-FACE: Reference Guided Face Component Editing 期刊论文
Pattern Recognition, 2024, 卷号: 152, 页码: 110425
作者:  Deng, QIyao;  Cao, Jie;  Liu, Yunfan;  Li, Qi;  Sun, Zhenan
Adobe PDF(3636Kb)  |  收藏  |  浏览/下载：39/8  |  提交时间：2024/06/03
3D-Aware Adversarial Makeup Generation for Facial Privacy Protection 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 页码: 16
作者:  Yueming Lyu;  Yue Jiang;  Ziwen He;  Bo Peng;  Yunfan Liu;  Jing Dong
Adobe PDF(13973Kb)  |  收藏  |  浏览/下载：54/17  |  提交时间：2024/05/28
Adversarial learning domain-invariant conditional features for robust face anti-spoofing 期刊论文
International Journal of Computer Vision, 2023, 卷号: 131, 页码: 1680–1703,
作者:  Jiang, Fangling;  Li, Qi;  Liu, Pengcheng;  Zhou, Xiangdong;  Sun, Zhenan
Adobe PDF(2347Kb)  |  收藏  |  浏览/下载：180/46  |  提交时间：2024/02/23
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Adobe PDF(3483Kb)  |  收藏  |  浏览/下载：146/2  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
面向轻量级深度伪造检测的无数据模型压缩 期刊论文
中国图象图形学报, 2023, 卷号: 28, 期号: 3, 页码: 820-835
作者:  卓文琦;  李东泽;  王伟;  董晶
Adobe PDF(12898Kb)  |  收藏  |  浏览/下载：200/55  |  提交时间：2023/05/31
深度伪造检测  虚假人脸  模型压缩  低位宽表示  无数据蒸馏  轻量级模型  
Adversarial analysis for source camera identification 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 卷号: 31, 期号: 11, 页码: 4174 - 4186
作者:  Bo Wang;  Mengnan Zhao;  Wei Wang;  Xiaorui Dai;  Yi Li;  Yanqing Guo
Adobe PDF(6167Kb)  |  收藏  |  浏览/下载：167/43  |  提交时间：2023/04/26
Trustworthy Localization With EM-Based Federated Control Scheme for IIoTs 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 1, 页码: 1069-1079
作者:  Wang, Zhaoyang;  Wang, Song;  Zhao, Zhiyao;  Sun, Muyi
收藏  |  浏览/下载：177/0  |  提交时间：2023/03/20
Location awareness  Industrial Internet of Things  Collaboration  Security  Cloud computing  Encryption  Privacy  Collaborative Cloud-Edge-End  expectation maximization (EM)  federated control  industrial Internet of Things (IIoT)  trustworthy localization  
Temporal sparse adversarial attack on sequence-based gait recognition 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 11
作者:  He, Ziwen;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
Adobe PDF(1435Kb)  |  收藏  |  浏览/下载：373/69  |  提交时间：2022/11/21
Adversarial attack  Gait recognition  Temporal sparsity