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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

V. Ihekoronye

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Conference Aug 2026

Calibration Collapse in Federated Industrial IoT Intrusion Detection Under Non-IID Heterogeneity

Federated learning (FL) has been proposed for privacy-preserving Industrial Internet of Things (IIoT) intrusion detection, and predictive uncertainty is expected to support zeroday attack recognition. We compare centralized learning with FedAvg, Mean, Trimmed Mean, Krum, and DP-FedAvg on nearindependent and identically...

C. I. Nwakanma, V. Ihekoronye, Love Allen Chijioke Ahakonye et al. · 0 citations

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