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Mohammed I. Al-Saleh

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Open access Aug 2026

Adaptive Federated Baseline K-Means for Lightweight IoT Intrusion Detection: Auto-Thresholding and Robust Statistics Aggregation

AF-BKM is presented, an Adaptive Federated Baseline K-Means that repairs the federated mechanism with two label-free, statistics-only enhancements, and identifies merge-induced precision decay under non-IID workers as an open gap.

Mohammed I. Al-Saleh, Joseph Azar · 0 citations