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S. M. H. Shukry

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Open access Sep 2026

Anomaly-Based Intrusion Detection for IoT Microcontrollers Using Power Side-Channel Fingerprinting

This study introduces a unified evaluation framework for device-level intrusion detection using power side-channel fingerprints under an open-set threat model. We target post-enrollment device substitution: an adversary replaces a legitimate Commercial Off-The-Shelf (COTS) node with a counterfeit of the same model and...

S. M. H. Shukry, Frank Kargl, Tallal Elshabrawy et al. · 0 citations

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