Federated Learning-Based Intrusion Detection in IoT Networks: Performance Evaluation and Data Scaling Study.

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Title: Federated Learning-Based Intrusion Detection in IoT Networks: Performance Evaluation and Data Scaling Study.
Authors: Albanbay, Nurtay1, Tursynbek, Yerlan1,2, 971031300885-d@stud.satbayev.university, Graffi, Kalman1,2, Uskenbayeva, Raissa1,2, Kalpeyeva, Zhuldyz1, Abilkaiyr, Zhastalap1, Ayapov, Yerlan1
Source: Journal of Sensor & Actuator Networks; Aug2025, Vol. 14 Issue 4, p78, 24p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 187611720
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Sensor+%26+Actuator+Networks%22">Journal of Sensor & Actuator Networks</searchLink>; Aug2025, Vol. 14 Issue 4, p78, 24p
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        Value: 10.3390/jsan14040078
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      – Code: eng
        Text: English
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        PageCount: 24
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      – TitleFull: Federated Learning-Based Intrusion Detection in IoT Networks: Performance Evaluation and Data Scaling Study.
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              M: 08
              Text: Aug2025
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              Y: 2025
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