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

Vision-based industrial anomaly detectors are calibrated on one distribution but may be deployed on another that differs in illumination, fixture placement, or sensor characteristics, sharply degrading an otherwise accurate detector. Adapting to the incoming lot is a natural response, but labeled anomalies are scarce....

Seokhee Han, Seungjun Chu, Mateusz Nowak et al. · 1 citation