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Adversarial Attacks on Scene Graph Generation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 3210-3225
作者:  Zhao, Mengnan;  Zhang, Lihe;  Wang, Wei;  Kong, Yuqiu;  Yin, Baocai
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/03
Task analysis  Object detection  Windows  Visualization  Mirrors  Predictive models  Perturbation methods  Scene graph generation  adversarial attack  bounding box relabeling  two-step weighted attack  
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  
Masked Face Transformer 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 265-279
作者:  Zhao, Weisong;  Zhu, Xiangyu;  Guo, Kaiwen;  Shi, Haichao;  Zhang, Xiao-Yu;  Lei, Zhen
收藏  |  浏览/下载：91/0  |  提交时间：2024/02/22
Face recognition  Transformers  Feature extraction  Training  Task analysis  Costs  COVID-19  Masked face recognition  face recognition  transformer  
CGFormer: ViT-Based Network for Identifying Computer-Generated Images With Token Labeling 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 235-250
作者:  Quan, Weize;  Deng, Pengfei;  Wang, Kai;  Yan, Dong-Ming
Adobe PDF(2517Kb)  |  收藏  |  浏览/下载：74/3  |  提交时间：2024/02/22
CG image forensics  transformer  token labeling  generalization  robustness  
Surveillance Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 1535-1546
作者:  Fang, Hao;  Liu, Ajian;  Wan, Jun;  Escalera, Sergio;  Zhao, Chenxu;  Zhang, Xu;  Li, Stan Z.;  Lei, Zhen
Adobe PDF(3072Kb)  |  收藏  |  浏览/下载：83/3  |  提交时间：2024/02/22
Face anti-spoofing  dataset  surveillance scenes  
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 4787-4799
作者:  Wang, Yang;  Huang, Yan;  Shan, Caifeng;  Wang, Liang
收藏  |  浏览/下载：38/0  |  提交时间：2023/11/17
Gait recognition  Data models  Task analysis  Training  Computational modeling  Feature extraction  Pipelines  domain generalization  clustering  domain-invariant feature  
FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 4775-4786
作者:  Liu, Ajian;  Tan, Zichang;  Yu, Zitong;  Zhao, Chenxu;  Wan, Jun;  Liang, Yanyan;  Lei, Zhen;  Zhang, Du;  Li, Stan Z.;  Guo, Guodong
Adobe PDF(10966Kb)  |  收藏  |  浏览/下载：172/1  |  提交时间：2023/11/17
Face anti-spoofing  flexible-modal testing  vision transformer  mutual-attention  fusion-attention  
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 3044-3057
作者:  Wan, Lin;  Jing, Qianyan;  Sun, Zongyuan;  Zhang, Chuang;  Li, Zhihang;  Chen, Yehansen
收藏  |  浏览/下载：105/0  |  提交时间：2023/11/17
Task analysis  Training  Feature extraction  Lighting  Cameras  Visualization  Self-supervised learning  Cross-modality person re-identification  self-supervised learning  multi-modality pre-training  
Incremental Pedestrian Attribute Recognition via Dual Uncertainty-Aware Pseudo-Labeling 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 2622-2636
作者:  Li, Da;  Zhang, Zhang;  Shan, Caifeng;  Wang, Liang
收藏  |  浏览/下载：127/0  |  提交时间：2023/11/17
Uncertainty  Task analysis  Training  Visualization  Benchmark testing  Measurement uncertainty  Estimation  Pedestrian attribute recognition  continual learning  uncertainty estimation  
Exponential Information Bottleneck Theory Against Intra-Attribute Variations for Pedestrian Attribute Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 5623-5635
作者:  Wu, Junyi;  Huang, Yan;  Gao, Min;  Gao, Zhipeng;  Zhao, Jianqiang;  Shi, Jieming;  Zhang, Anguo
收藏  |  浏览/下载：76/0  |  提交时间：2023/11/16
Feature extraction  Pedestrians  Mutual information  Body regions  Training  Task analysis  Semantics  Pedestrian attribute recognition  intra-attribute variations  exponential information bottleneck