Augmented Reality (AR) refers to integrating AR technologies to enhance the visualization, monitoring, and management of security in complex data systems. AR provides an interactive, real-time overlay of digital information on physical environments, enabling security professionals to better understand, analyze, and respond to potential threats.

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The WizARd and Apprentice: An Augmented Reality Expert Capture System

Learning to perform physical tasks is ubiquitous yet challenging without expert guidance. While Augmented Reality (AR) has been adopted to overlay instructions directly onto the physical context, the natural authoring of such content remains unexplored. To address this, we developed WizARd and Apprentice, an AR expert capture system for training novices using an AR headset. WizARd and Apprentice tracks and records expert demonstrations and moving objects, leveraging the natural synchronization of speech and action to identify key steps and automatically create spatial markers.