While specific aesthetic philosophies may differ across cultures, all human societies have used aesthetics to support communication and learning. Within the fields of usability and usable security, aesthetics have been deployed for such diverse purposes as enhancing students' e-learning experiences and optimising user interface design. In this paper, we seek to understand how individual users perceive the visual assets that accompany cyber security information, and how these visual assets and user perceptions underwrite a distinct \emph{cyber security aesthetic}. We ask, (1) What constitutes cyber security aesthetics, from the perspective of an individual user? and (2) How might these aesthetics affect users' perceived self-efficacy as they informally learn cyber security precepts? To begin answering these questions, we compile an image-set from cyber security web articles and analyse the distinct visual properties and sentiments of these images.
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