VX-One study tests typed decision heads for perimeter triage
A 100K–10M-parameter model is measured against XGBoost and a Suricata cascade on public IDS sets.
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A 100K–10M-parameter model is measured against XGBoost and a Suricata cascade on public IDS sets.
Under CIC-IDS2017 drift VX-One leads detection, but calibration error rises from 0.04 to 0.40 for every method.
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