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CAESAR: Mixed Reality Search-and-Rescue Platform for Cognitive Attack Evaluation

Mingyu Zhu, Jiangong Chen, Yu Liu, Hillmer Chona, Zifan Zhou, Jianan Jiang, Jonathan Dodge, Feng Qian · 2026 · arXiv

DOI: 10.48550/arXiv.2610.27654 · open-access PDF

German

Mixed Reality (MR) ermöglicht immersives Training, indem virtuelle Inhalte eng mit der physischen Umgebung verknüpft und verkörperte Interaktion unterstützt werden. Bei sicherheitskritischen kollaborativen Aufgaben wie Such- und Rettungsarbeiten verlassen sich die Benutzer jedoch stark auf virtuelle Elemente für Wahrnehmung, Koordination und Entscheidungsfindung, wodurch sie anfällig für kognitive Angriffe sind, die visuelles Feedback, virtuelle Inhalte oder Systemsynchronisierung fein verzerren.

Machine translation (Meta M2M100); the English original follows.

Abstract

Mixed Reality (MR) enables immersive training by tightly coupling virtual content with the physical environment and supporting embodied interaction. In safety-critical collaborative tasks such as search-and-rescue, however, users rely heavily on virtual elements for perception, coordination, and decision-making, making them vulnerable to cognitive attacks that subtly distort visual feedback, virtual content, or system synchronization. While prior MR security research has examined individual attack mechanisms, evaluations are typically conducted in isolated or single-user settings, and there is

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