研究论文
Open problems and challenges in federated learning for IoT: A comprehensive review and strategic guide
Bidita Sarkar Diba, Jayonto Dutta Plabon, Tasnim Jahin Mowla, Nazneen Nahar, Durjoy Mistry, Sourav Sarker, M. F. Mridha, Jungpil Shin
University of Asia Pacific Chittagong University of Engineering & Technology American International University-Bangladesh University of Aizu
来源Computers & Electrical Engineering
年份2025
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逐年被引趋势
950
25
926
关键指标
16
被引次数 · OpenAlex
17.99
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 0.9%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
139
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学术脉络
学科主题
计算机 / AIPrivacy-Preserving Technologies in Data
Internet Traffic Analysis and Secure E-voting · IoT and Edge/Fog Computing
参考文献 139
The Convention for the Protection of Human Rights and Fundamental Freedoms
被引 526Human Rights Quarterly · 1982
2014 International Conference on Computational Science
被引 1,023David Abramson, Michael Lees, Valeria V. Krzhizhanovskaya · UvA-DARE (University of Amsterdam) · 2014
IoT Security Techniques Based on Machine Learning: How Do IoT Devices Use AI to Enhance Security?
被引 688Liang Xiao, Xiaoyue Wan, Xiaozhen Lu · IEEE Signal Processing Magazine · 2018
此处列出前 3 条
引用本文 16
Deep federated learning: a systematic review of methods, applications, and challenges
被引 8Lakshan Cooray, Janaka Sendanayake, Pramuditha Vithanaarachchi · Frontiers in Computer Science · 2025
Intelligent multi-pollutant prediction for indoor air quality management in industrial buildings using adaptive sensor fusion
被引 3Montaser N.A. Ramadan, Mohammed A.H. Ali, Mohammad Alkhedher · Journal of Building Engineering · 2025
Trust and Transparency in IoT: The Role of Federated Learning and Blockchain
被引 2Rohit Kumar, U. Padmavathi, Neha Agrawal · Computers & Electrical Engineering · 2026
按被引量排序，此处列出前 3 条