Author

Peter Chin

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Preprint Sep 2026

BlueSTAR: Tiered Agentic Architecture for Autonomous Cyber Defense

BlueSTAR is presented, a tiered agentic architecture for autonomous cyber defense in enterprise IT/OT networks that retains the fast containment of deterministic response for known threats while successfully defending against attacks requiring contextual and cross-cycle reasoning.

Simona Boboila, Xavier F. Cadet, Edward Koh et al. · 0 citations

Preprint Aug 2026

SPARC: Subspace Position-Aware Robust Few-Shot Calibration for Distribution-Shifted Industrial Anomaly Detection

SPARC is presented, a few-shot calibration method that intercepts patch features between encoder and detector and removes a closed-form, spatially indexed estimate of deployment-time nuisance through per-cell subspace projection and uses the algebraic saturation rank on the encoder's native patch grid.

Seokhee Han, Seung-Jun Chu, Mateusz Nowak et al. · 1 citation