Federated stochastic gradient averaging ring homomorphism based learning for secure data aggregation in WSN

Federated stochastic gradient averaging ring homomorphism based learning for secure data aggregation in WSN

Abstract Nodes in a wireless sensor network (WSN) are usually contrived by hardware and environmental circumstances and high system security susceptibilities. This certainty necessitates distinctive prerequisites for designing unique network protocol, security evaluation prototypes and energy effici...

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Bibliographic Details
Main Authors: Saravanakumar Pichumani, T. V. P. Sundararajan, S. M. Ramesh
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Wireless sensor network
Federated average learning
Stochastic gradient
Ring homomorphism
Online Access:https://doi.org/10.1038/s41598-025-03257-4
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https://doi.org/10.1038/s41598-025-03257-4

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