Federated Aggregation Scheme With Authentication for Securing IoT-Enabled Social Internet of Vehicles: Enhancing Scalability and Loss Optimization

In the Social Internet of Vehicles (SIoV) based on Digital Twin (DT), which incorporates the social networking concepts from the Social Internet of Things (SIoT), Federated Learning (FL) enables distributed vehicular clients to collaboratively learn machine learning models while preserving data priv...

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Principais autores:	Sivaranjani Reddi, Muralidhara Rao Patruni, Saraswathi Pedada, Ashok Kumar Das, Mpyana Mwamba Merlec, Hoh Peter In
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2026-01-01
coleção:	IEEE Open Journal of Vehicular Technology
Assuntos:	Internet of Things (IoT) federated learning Social Internet of Vehicles (SIoV) collaborative authentication FedOpt privacy-preserving communication
Acesso em linha:	https://ieeexplore.ieee.org/document/11533439/
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