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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:
M. Victoria Luzón
;
Nuria Rodríguez-Barroso
;
Alberto Argente-Garrido
;
Daniel Jiménez-López
;
Jose M. Moyano
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/03/18
Data privacy
distributed machine learning
federated learning
software frameworks
Security and Privacy in Solar Insecticidal Lamps Internet of Things: Requirements and Challenges
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 58-73
作者:
Qingsong Zhao
;
Lei Shu
;
Kailiang Li
;
Mohamed Amine Ferrag
;
Ximeng Liu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/02
Challenges
Internet of Things (IoT)
privacy and security
security requirements
solar insecticidal lamps (SIL)
Privacy Preserving Demand Side Management Method via Multi-Agent Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1984-1999
作者:
Feiye Zhang
;
Qingyu Yang
;
Dou An
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  |  
浏览/下载:7/0
  |  
提交时间:2023/09/07
Centralized training and decentralized execution
demand side management
multi-agent reinforcement learning
privacy preserving
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
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  |  
浏览/下载:1/0
  |  
提交时间:2023/09/25
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
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  |  
浏览/下载:11/0
  |  
提交时间:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property 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
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  |  
浏览/下载:18/0
  |  
提交时间:2022/12/27
Federated learning
Machine learning
Privacy protection
Personalized federated learning
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
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/05/31
iris anti-spoofing
image forgery detection
privacy protection
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
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  |  
浏览/下载:20/0
  |  
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
Fuzzy-Based Privacy-Preserving Scheme of Low Consumption and High Effectiveness for IoTs: A Repeated Game Model
期刊论文
Sensors, 2022, 卷号: 22, 期号: 15
作者:
Cao, Laicheng
;
Zhu, Min
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/09/22
Energy efficiency
Pollution
Privacy-preserving techniques
Camouflage attack
Effective trust cluster formulation scheme
Fuzzy trusts
Game models
Low consumption
Low-high
Optimal cluster
Pollution attack
Privacy preserving
Repeated games
Differentially private distributed algorithms for stochastic aggregative games
期刊论文
AUTOMATICA, 2022, 卷号: 142, 页码: 13
作者:
Wang, Jimin
;
Zhang, Ji-Feng
;
He, Xingkang
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  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Differential privacy
Stochastic aggregative games
Distributed algorithms
Stochastic approximation
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