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
Paper • 2610.30090 • Published • 10
VX-One — Typed, Calibrated Decision Heads for Real-Time Perimeter Triage
Model description
Código reproducible para VX-One: cabezas de decisión tipadas y calibradas para triage perimetral en tiempo real. Incluye implementaciones de los experimentos E1-E9 descritos en el paper ACM SIGCONF.
Paper: VX-One: Typed, Calibrated Decision Heads for Real-Time Perimeter Triage
Project page: https://vectrayx.com
GitHub: https://github.com/vectrayx/vx-one
Contents
src/models/— redes, calibración, pérdidas y entrenamientosrc/eval/— métricas y pipelines de evaluaciónsrc/features/— construcción de features canónicassrc/baselines/— baselines tabularios
Reproduce
git clone https://github.com/vectrayx/vx-one
cd vx-one
pytest tests/
Paper build:
cd paper
pdflatex main.tex
bibtex main
pdflatex main.tex
pdflatex main.tex
Datasets
UNSW-NB15, CIC-IDS2017, EMBER2024 — públicos. No se distribuyen aquí.
License
Paper: CC-BY-4.0 Code: Apache-2.0
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