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A survey on federated learning: challenges and applications
Jie Wen, Zhixia Zhang, Yang Lan, Zhihua Cui, Jianghui Cai, Wensheng Zhang
Taiyuan University of Science and Technology Chinese Academy of Sciences Shandong Institute of Automation
来源International Journal of Machine Learning and Cybernetics
年份2022
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计算机 / AIPrivacy-Preserving Technologies in Data
Cryptography and Data Security · Internet Traffic Analysis and Secure E-voting
参考文献 161
Sharemind: A Framework for Fast Privacy-Preserving Computations
被引 700Dan Bogdanov, Sven Laur, Jan Willemson · Lecture notes in computer science · 2008
Activity recommendation in intelligent campus environments based on the Eduroam federation
被引 6Alberto Caballero, Teresa García-Valverde, Fernando Pereñíguez-García · Journal of Ambient Intelligence and Smart Environments · 2016
Data sanitization against adversarial label contamination based on data complexity
被引 54Patrick P. K. Chan, Zhimin He, LI Hong-jiang · International Journal of Machine Learning and Cybernetics · 2017
此处列出前 3 条
引用本文 851
A systematic review of federated learning: Challenges, aggregation methods, and development tools
被引 152Souhila Badra Guendouzi, Samir Ouchani, Hiba EL Assaad · Journal of Network and Computer Applications · 2023
A survey of multimodal hybrid deep learning for computer vision: Architectures, applications, trends, and challenges
被引 150Khaled Bayoudh · Information Fusion · 2023
Federated Learning-Based Personalized Recommendation Systems: An Overview on Security and Privacy Challenges
被引 109Danish Javeed, Muhammad Shahid Saeed, Prabhat Kumar · IEEE Transactions on Consumer Electronics · 2023
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