Process-Driven Visual Analysis of Cybersecurity Capture the
Flag Exercises

J 2026

Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises

OŠLEJŠEK, Radek; Radoslav CHUDOVSKÝ a Martin MACÁK

Základní údaje

Originální název

Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises

Autoři

OŠLEJŠEK, Radek; Radoslav CHUDOVSKÝ a Martin MACÁK

Vydání

INFORMATION SYSTEMS, Elsevier Science, 2026, 0306-4379

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

10200 1.2 Computer and information sciences

Stát vydavatele

Nizozemské království

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 3.400 v roce 2024

Organizační jednotka

Fakulta informatiky

DOI

https://doi.org/10.1016/j.is.2025.102627

UT WoS

001582035700001

EID Scopus

2-s2.0-105016568521

Klíčová slova anglicky

process mining; visual analytics; cybersecurity education

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 6. 11. 2025 09:17, doc. RNDr. Radek Ošlejšek, Ph.D.

Anotace

V originále

Hands-on training sessions become a standard way to develop and increase knowledge in cybersecurity. As practical cybersecurity exercises are strongly process-oriented with knowledge-intensive processes, process mining techniques and models can help enhance learning analytics tools. The design of our open-source analytical dashboard is backed by guidelines for visualizing multivariate networks complemented with temporal views and clustering. The design aligns with the requirements for post-training analysis of a special subset of cybersecurity exercises -- supervised Capture the Flag games. Usability is demonstrated in a case study using trainees' engagement measurement to reveal potential flaws in training design or organization.

Přiložené soubory

2025-information-systems-process-driven-visual-analysis-cybersecurity-capture-flag-exercises-paper.pdf

Požádat o autorskou verzi souboru

Citovat

OŠLEJŠEK, Radek; Radoslav CHUDOVSKÝ a Martin MACÁK. Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises. INFORMATION SYSTEMS. Elsevier Science, 2026, roč. 136, February 2026, s. 1-15. ISSN 0306-4379. Dostupné z: https://doi.org/10.1016/j.is.2025.102627.

@article{2517394,
   author = {Ošlejšek, Radek and Chudovský, Radoslav and Macák, Martin},
   article_number = {February 2026},
   doi = {https://doi.org/10.1016/j.is.2025.102627},
   keywords = {process mining; visual analytics; cybersecurity education},
   language = {eng},
   issn = {0306-4379},
   journal = {INFORMATION SYSTEMS},
   title = {Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises},
   url = {https://www.sciencedirect.com/science/article/pii/S0306437925001139},
   volume = {136},
   year = {2026}
}

TY  - JOUR
ID  - 2517394
AU  - Ošlejšek, Radek - Chudovský, Radoslav - Macák, Martin
PY  - 2026
TI  - Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises
JF  - INFORMATION SYSTEMS
VL  - 136
IS  - February 2026
SP  - 1-15
EP  - 1-15
PB  - Elsevier Science
SN  - 03064379
KW  - process mining
KW  - visual analytics
KW  - cybersecurity education
UR  - https://www.sciencedirect.com/science/article/pii/S0306437925001139
N2  - Hands-on training sessions become a standard way to develop and increase knowledge in cybersecurity. As practical cybersecurity exercises are strongly process-oriented with knowledge-intensive processes, process mining techniques and models can help enhance learning analytics tools. The design of our open-source analytical dashboard is backed by guidelines for visualizing multivariate networks complemented with temporal views and clustering. The design aligns with the requirements for post-training analysis of a special subset of cybersecurity exercises -- supervised Capture the Flag games. Usability is demonstrated in a case study using trainees' engagement measurement to reveal potential flaws in training design or organization.
ER  -

OŠLEJŠEK, Radek; Radoslav CHUDOVSKÝ a Martin MACÁK. Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises. \textit{INFORMATION SYSTEMS}. Elsevier Science, 2026, roč.~136, February 2026, s.~1-15. ISSN~0306-4379. Dostupné z: https://doi.org/10.1016/j.is.2025.102627.

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