CASIA OpenIR

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FedFV: A Personalized Federated Learning Framework for Finger Vein Authentication 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 683-696
作者:  Feng-Zhao Lian;  Jun-Duan Huang;  Ji-Xin Liu;   Guang Chen;  Jun-Hong Zhao;  Wen-Xiong Kang
Adobe PDF(1789Kb)  |  收藏  |  浏览/下载:7/1  |  提交时间:2024/04/23
Finger vein, personalized federated learning, privacy protection, biometric, authentication  
Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
作者:  Qiang Yang;  Anbu Huang;  Lixin Fan;  Chee Seng Chan;  Jian Han Lim;  Kam Woh Ng;  Ding Sheng Ong;  Bowen Li
Adobe PDF(2634Kb)  |  收藏  |  浏览/下载:15/4  |  提交时间:2024/04/23
Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
IrisGuard: Image Forgery Detection for Iris Anti-spoofing 会议论文
, Beijing, 2022.12.11-2022.12.13
作者:  Zhuo, Wenqi;  Wang, Wei;  Zhang, Hui;  Dong, Jing
Adobe PDF(1043Kb)  |  收藏  |  浏览/下载:205/57  |  提交时间:2023/05/31
iris anti-spoofing  image forgery detection  privacy protection  
A survey on federated learning: challenges and applications 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
作者:  Wen, Jie;  Zhang, Zhixia;  Lan, Yang;  Cui, Zhihua;  Cai, Jianghui;  Zhang, Wensheng
收藏  |  浏览/下载:184/0  |  提交时间:2022/12/27
Federated learning  Machine learning  Privacy protection  Personalized federated learning  
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
收藏  |  浏览/下载:241/0  |  提交时间:2022/11/14
Perturbation methods  Semantics  Computational modeling  Codes  Task analysis  Privacy  Software  Adversarial perturbation  deep neural network (DNN)  privacy protection  semantic retrieval  
Indexing-Min-Max Hashing: Relaxing the Security-Performance Tradeoff for Cancelable Fingerprint Templates 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 12
作者:  Li, Yuxing;  Pang, Liaojun;  Zhao, Heng;  Cao, Zhicheng;  Liu, Eryun;  Tian, Jie
收藏  |  浏览/下载:226/0  |  提交时间:2022/03/17
Biometrics (access control)  Transforms  Cryptography  Privacy  Hash functions  Feature extraction  Life sciences  Biometrics template protection  cancelable fingerprint template  fixed-length fingerprint representation  Indexing-Min-Max (IMM) hashing  security-performance tradeoff  
Graph-based neural networks for explainable image privacy inference 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 105, 期号: 0, 页码: 12
作者:  Yang, Guang;  Cao, Juan;  Chen, Zhineng;  Guo, Junbo;  Li, Jintao
浏览  |  Adobe PDF(2906Kb)  |  收藏  |  浏览/下载:279/20  |  提交时间:2020/08/03
Image privacy protection  Graph neural networks  Image classification  
Privacy protection based on many-objective optimization algorithm 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 卷号: 31, 期号: 20, 页码: 14
作者:  Zhang, Jiangjiang;  Xue, Fei;  Cai, Xingjuan;  Cui, Zhihua;  Chang, Yu;  Zhang, Wensheng;  Li, Wuzhao
收藏  |  浏览/下载:226/0  |  提交时间:2019/12/16
achievement scalarizing function  angle information index  balanceable fitness estimation method  many-objective optimization algorithm  privacy protection