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AlHayan Abdullah

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#federated learning Open access Oct 2026

Lifelong-IDS

Federated Learning (FL) enables collaborative intrusion detection across distributed Internet of Things (IoT) edge devices without centralizing private network telemetry. However, existing frameworks assume static data distributions and fail under non-stationary conditions: emerging zero-day attack families cause sever...

AlHayan Abdullah · 0 citations
#federated learning Open access Oct 2026

Lifelong-IDS

Federated Learning (FL) enables collaborative intrusion detection across distributed Internet of Things (IoT) edge devices without centralizing private network telemetry. However, existing frameworks assume static data distributions and fail under non-stationary conditions: emerging zero-day attack families cause sever...

AlHayan Abdullah · 0 citations

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