Federated Learning-Assisted Coati Deep Learning-Based Model for Intrusion Detection in MANET by S. Faizal Mukthar Hussain, S. M. H. Sithi Shameem Fathima

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Survey on data heterogeneity problems and personalization based solutions of federated learning in Internet of vehicles by LIU Miao, LIN Wanru, WANG Qin, GUI Guan

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Research review of federated learning algorithms by Jianzong WANG, Lingwei KONG, Zhangcheng HUANG, Linjie CHEN, Yi LIU, Anxun HE, Jing XIAO

Subjects: “…federated learning;algorithm optimization;big data;data privacy…”
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Federated Learning for Heterogeneous Multi-Site Crop Disease Diagnosis by Wesley Chorney, Abdur Rahman, Yibin Wang, Haifeng Wang, Zhaohua Peng

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A Federated Learning Model for Detecting Cyberattacks in Internet of Medical Things Networks by Abdallah Ghourabi, Adel Alkhalil

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Deep Learning and Federated Learning in Breast Cancer Screening and Diagnosis: A Systematic Review by Alexandru Ciobotaru, Cosmina Corches, Dan Gota, Liviu Miclea

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Review of communication optimization methods in federated learning by YANG Zhikai, LIU Yaping, ZHANG Shuo, SUN Zhe, YAN Dingyu

Subjects: “…federated learning…”
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A Framework Integrating Federated Learning and Fog Computing Based on Client Sampling and Dynamic Thresholding Techniques by Dang van Thang, Artem Volkov, Ammar Muthanna, Ibrahim A. Elgendy, Reem Alkanhel, Dushantha Nalin K. Jayakody, Andrey Koucheryavy

Subjects: “…Federated learning…”
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Convergence Analysis for Differentially Private Federated Averaging in Heterogeneous Settings by Yiwei Li, Shuai Wang, Qilong Wu

Subjects: “…federated learning…”
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Asynchronous Real-Time Federated Learning for Anomaly Detection in Microservice Cloud Applications by Mahsa Raeiszadeh, Amin Ebrahimzadeh, Roch H. Glitho, Johan Eker, Raquel A. F. Mini

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Blockchain-based privacy-preserving multi-tasks federated learning framework by Yunyan Jia, Ling Xiong, Yu Fan, Wei Liang, Neal Xiong, Fengjun Xiao

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Federated Knowledge Distillation With 3D Transformer Adaptation for Weakly Labeled Multi-Organ Medical Image Segmentation by Tareq Mahmod AlZubi, Hamza Mukhtar

Subjects: “…Federated learning…”
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Heterogeneity-Aware Personalized Federated Neural Architecture Search by An Yang, Ying Liu

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Lung-AttNet: An Attention Mechanism-Based CNN Architecture for Lung Cancer Detection With Federated Learning by Chamak Saha, Somak Saha, Md. Asadur Rahman, Md. Mahmudul Haque Milu, Hiroki Higa, Mohd Abdur Rashid, Nasim Ahmed

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FLARE: A Backdoor Attack to Federated Learning with Refined Evasion by Qingya Wang, Yi Wu, Haojun Xuan, Huishu Wu

Subjects: “…federated learning…”
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Hierarchical Federated Learning-Based Intrusion Detection for In-Vehicle Networks by Muzun Althunayyan, Amir Javed, Omer Rana, Theodoros Spyridopoulos

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A Lightweight Intrusion Detection System with Dynamic Feature Fusion Federated Learning for Vehicular Network Security by Junjun Li, Yanyan Ma, Jiahui Bai, Congming Chen, Tingting Xu, Chi Ding

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FedDyH: A Multi-Policy with GA Optimization Framework for Dynamic Heterogeneous Federated Learning by Xuhua Zhao, Yongming Zheng, Jiaxiang Wan, Yehong Li, Donglin Zhu, Zhenyu Xu, Huijuan Lu

Subjects: “…federated learning…”
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A Federated Explainable AI Framework for Smart Agriculture: Enhancing Transparency, Efficiency, and Sustainability by Hassam Ahmed Tahir, Walaa Alayed, Waqar Ul Hassan

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A contrastive learning and knowledge distillation-based framework for efficient federated intrusion detection in IoT by Li Ma, Jicheng He, Kai Lu, Dan Wang, Long Yin, Zhaokun Li

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