Evidence map›Paper›PMID 36777449›Full record

ArticleFrontiers in big data2023

A 3D mixed reality visualization of network topology and activity results in better dyadic cyber team communication and cyber situational awareness.

Torvald F Ask, Kaur Kullman, Stefan Sütterlin, Benjamin J Knox, Don Engel, Ricardo G Lugo

Abstract read
In one paragraph

Article in Frontiers in big data, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Torvald F AskDepartment of Information Security and Communication Technology, Norwegian University of Science and Technology, Gjøvik, Norway.
Kaur KullmanDoctoral School of Information and Communication Technology, Institute of Computer Science, Tallinn University of Technology, Tallinn, Estonia.
Stefan SütterlinFaculty of Health, Welfare and Organization, Østfold University College, Halden, Norway.
Benjamin J KnoxDepartment of Information Security and Communication Technology, Norwegian University of Science and Technology, Gjøvik, Norway.
Don EngelCenter for Space Sciences and Technology, University of Maryland, Baltimore County, Baltimore, MD, United States.
Ricardo G LugoDepartment of Information Security and Communication Technology, Norwegian University of Science and Technology, Gjøvik, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cyber defense decision-making during cyber threat situations is based on human-to-human communication aiming to establish a shared cyber situational awareness. Previous studies suggested that communication inefficiencies were among the biggest problems facing security operation center teams. There is a need for tools that allow for more efficient communication of cyber threat information between individuals both in education and during cyber threat situations. Methods: In the present study, we compared how the visual representation of network topology and traffic in 3D mixed reality vs. 2D affected team performance in a sample of cyber cadets ( Results: We found that participants using the 3D mixed reality visualization had better cyber situational awareness than participants in the 2D group. The 3D mixed reality group was generally more confident in their judgments except when performing worse than the 2D group on the topology recognition task (which favored the 2D condition). Participants in the 3D mixed reality group experienced less communication demands, and performed more verbal communication aimed at establishing a shared mental model and less communications discussing task resolution. Better communication was associated with better cyber situational awareness. There were no differences in decision-making between the groups. This could be due to cohort effects such as formal training or the modest sample size. Conclusion: This is the first study comparing the effect of 3D mixed reality and 2D visualizations of network topology on dyadic cyber team communication and cyber situational awareness. Using 3D mixed reality visualizations resulted in better cyber situational awareness and team communication. The experiment should be repeated in a larger and more diverse sample to determine its potential effect on decision-making.

Indexed as

3D network topology visualizationcybersecuritycyber situational awarenesscyber team communicationhuman factorsmixed realityshared mental modelVirtual Data Explorer

Identifiers

PMID36777449
PMCPMC9911685

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.