VX-One: Typed, Calibrated Decision Heads for Real-Time Perimeter Triage - An empirical study of unknown-attack honesty, cascade gray zones, and calibration under drift
What this work does
VX-One combines compact decision heads with an empirical evaluation of when unknown detection and abstention remain useful under distribution shift.
THE RESEARCH CONVERSATION
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