LATIDIA · Ciberseguridad

CyTReX: Marco de razonamiento de amenazas de ciberseguridad basado en IA explicable para redes DER

arXiv: 2610.04286v1Tipo de anuncio: nuevo Resumen: los entornos de recursos de energía distribuida (DER) se basan en protocolos de comunicación de red para coordinar comandos de control, mediciones y estados de dispositivos en activos de borde y

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arXiv:2610.04286v1 Announce Type: new Abstract: Distributed Energy Resource (DER) environments rely on network communication protocols to coordinate control commands, measurements, and device states across edge assets and cloud systems. Edge anomaly detection systems (ADS) monitor this traffic to identify deviations from normal communication behavior, flagging suspicious flows for further investigation. When the ADS flags abnormal network traffic, a single attack label is often insufficient for operational response: the label reports the detector's selected class but does not expose alternative threat interpretations that may warrant investigation. This paper presents Cybersecurity Threat Reasoning with Explainable Artificial Intelligence (CyTReX), an evidence-grounded threat reasoning framework for DER security that transforms network-level anomaly alerts into