Highly Accurate Adaptive Federated Forests Based on Resistance to Adversarial Attacks in Wireless Traffic Prediction

Highly Accurate Adaptive Federated Forests Based on Resistance to Adversarial Attacks in Wireless Traffic Prediction

Current 5G communication services have limitations, prompting the development of the Beyond 5G (B5G) network. B5G aims to extend the scope of communication to encompass land, sea, air, and space while enhancing communication intelligence and evolving into an omnipresent converged information network...

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Bibliographic Details
Main Authors: Lingyao Wang, Chenyue Pan, Haitao Zhao, Mingyi Ji, Xinren Wang, Junchen Yuan, Miao Liu, Donglai Jiao
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Sensors
Subjects:
adversarial attack
adversarial training
federated forest
robustness
traffic prediction
Online Access:https://www.mdpi.com/1424-8220/25/5/1590
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