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Improving Generalization of Deepfake Detectors by Imposing Gradient Regularization 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 期号: 2024, 页码: 5345-5356
作者:  Weinan Guan;  Wei Wang;  Jing Dong;  Bo Peng
Adobe PDF(1989Kb)  |  收藏  |  浏览/下载：32/8  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
Perturbation Inactivation Based Adversarial Defense for Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2947-2962
作者:  Ren, Min;  Zhu, Yuhao;  Wang, Yunlong;  Sun, Zhenan
Adobe PDF(5658Kb)  |  收藏  |  浏览/下载：287/57  |  提交时间：2022/11/14
Face recognition  Perturbation methods  Robustness  Immune system  Principal component analysis  Deep learning  Training  Adversarial machine learning  deep learning  graph neural network  face recognition  
CASIA-Face-Africa: A Large-Scale African Face Image Database 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 3634-3646
作者:  Muhammad, Jawad;  Wang, Yunlong;  Wang, Caiyong;  Zhang, Kunbo;  Sun, Zhenan
Adobe PDF(8916Kb)  |  收藏  |  浏览/下载：286/25  |  提交时间：2021/08/15
Face recognition  Image databases  Internet  Cameras  Image recognition  Skin  Face detection  African face recognition  racial bias  face image database  
Towards Complete and Accurate Iris Segmentation Using Deep Multi-Task Attention Network for Non-Cooperative Iris Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 卷号: 15, 期号: 1, 页码: 2944-2959
作者:  Wang, Caiyong;  Muhammad, Jawad;  Wang, Yunlong;  He, Zhaofeng;  Sun, Zhenan
浏览  |  Adobe PDF(8655Kb)  |  收藏  |  浏览/下载：538/224  |  提交时间：2020/06/02
Iris segmentation  iris localization  attention mechanism  multi-task learning  iris recognition  
3D Aided Duet GANs for Multi-View Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019, 卷号: 14, 期号: 8, 页码: 2028-2042
作者:  Cao, Jie;  Hu, Yibo;  Yu, Bing;  He, Ran;  Sun, Zhenan
浏览  |  Adobe PDF(4053Kb)  |  收藏  |  浏览/下载：438/86  |  提交时间：2019/07/12
Face rotation and frontalization  Multi-view face synthesis  Pose-invariant face recognition  Face reconstruction