federated learning

#federated learning Oct 2026

Dual prototypes for heterogeneous Federated Learning: A degradation perspective

Wen Ou, Tianchi Liao, Chuan Chen · Engineering applications of... · 0 citations

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#federated learning Open access Oct 2026

Secure and efficient Federated Learning using sketches and Fully Homomorphic Encryption

E. M. Sarmento, J. Batista, J. J. Bastos et al. · Journal of Network and Compu... · 0 citations

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#federated learning Oct 2026

Data-distribution-driven clustered federated learning with dual-perturbation

B.A. Jiang, Shengnan Zhao, Jiyang Chen et al. · Knowledge-Based Systems · 0 citations

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#federated learning Oct 2026

Federated few-shot learning with explainable prototype representations for tuberculosis detection in chest X-rays

Safa Ben Atitallah, Maha Driss, Wadii Boulila et al. · Information Sciences · 0 citations

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#federated learning Oct 2026

FedHoRW: Knowledge-structured federated graph learning via higher-order topological reasoning

Cuihua Ma, Xiangyan Tang, Chaosheng Tang et al. · Knowledge-Based Systems · 0 citations

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#federated learning Open access Oct 2026

FedDRL-SDN: A federated deep reinforcement learning framework with software-defined networking for traffic signal control systems

Shivani Kumari, V. Ranga, Jasraj Meena · Ain Shams Engineering Journa... · 0 citations

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#federated learning Open access Oct 2026

SoK: Verifiable Integrity Claims for Privacy-Preserving Federated Learning

This SoK model federated learning as an append-only transcript of submissions, admissions, aggregation, and finalization events, and formalize verifiability as a collection of integrity claims issued by clients and the aggregator, and checked by different verifier classes.

Andrea Rizzini, Marco Esposito, Tommaso Gagliardoni et al. · Proceedings on Privacy Enhan... · 0 citations

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#federated learning Oct 2026

FedCD: A communication-efficient federated learning framework via hierarchical cluster-distillation for heterogeneous edge clients

Jing Zhang, Zixu An, Xukai Wang et al. · Computer Networks · 0 citations

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#federated learning Oct 2026

Federated medical image segmentation with heterogeneous data via anatomical knowledge learning and feature constraints

Zeyu Yang, Bin Xiao, Xuezong Yang et al. · Biomedical Signal Processing... · 0 citations

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#federated learning Oct 2026

Robust synchronization of chaotic systems using federated learning and a hybrid neural compensator over delayed fiber-optic channels

Sarra Senouci, Zhangchun Tang, M. Senouci et al. · Engineering applications of... · 0 citations

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#federated learning Oct 2026

Strategic analysis of players in satellite federated learning service market: A tripartite evolutionary game model

Man-Xia Cao, Qingshan Wang, Qi Wang et al. · Engineering applications of... · 0 citations

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#federated learning Oct 2026

Federated learning-based attack detection and secure data transmission in cloud using Improved Blowfish encryption

Madhumati B. Shinde, P. Ghadekar · Engineering applications of... · 0 citations

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