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Carolina Villoria Torres

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Open access Jul 2026

A routing-signal study of confidence-gated conditional computation for lightweight IoT intrusion detection

Background Intrusion detection at Internet of Things (IoT) edge gateways must run under tight compute and memory budgets, motivating dual-path designs that classify most flows with a cheap model and escalate only uncertain flows to a heavier one. A prior conference study introduced such a system, in which a tiny mu...

Mahmoud Abbasi, Javier Prieto Tejedor, Carolina Villoria Torres et al. · 0 citations

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