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Design of an iterative method for adaptive federated intrusion detection for energy-constrained edge-centric 6G IoT cyber-physical systems

Abstract The increasing proliferation of 6G-enabled Internet of Things (IoT) in the Cyber-Physical Systems (CPS) domain has engendered requirements for distributed, intelligent, and energy-efficient Intrusion Detection Systems (IDS) operating to the edge. Thus, conventional IDS approaches are largel...

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Principais autores: S. Phani Praveen, Kanhaiya Sharma, Deepak Parashar, V. S. N. Murthy, Uddagiri Sirisha, Deshinta Arrova Dewi
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-11-01
Serier:Scientific Reports
Fag:
Federated learning
Intrusion detection
Edge computing
Cyber-Physical Systems
Privacy preservation
Process
Online adgang:https://doi.org/10.1038/s41598-025-25293-w
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