A4 Vertaisarvioitu artikkeli konferenssijulkaisussa
AI in Cybersecurity Education- A Systematic Literature Review of Studies on Cybersecurity MOOCs
Tekijät: Samuli Laato, Ali Farooq, Henri Tenhunen, Tinja Pitkämäki, Antti Hakkala, Antti Airola
Toimittaja: Maiga Chang, Demetrios G Sampson, Ronghuai Huang, Danial Hooshyar, Nian-Shing Chen, Kinshuk, Margus Pedaste
Konferenssin vakiintunut nimi: International Conference on Advanced Learning Technologies
Julkaisuvuosi: 2020
Journal: IEEE International Conference on Advanced Learning Technologies
Kokoomateoksen nimi: 2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT)
Sarjan nimi: IEEE International Conference on Advanced Learning Technologies
Aloitussivu: 6
Lopetussivu: 10
ISBN: 978-1-7281-6091-7
eISBN: 978-1-7281-6090-0
ISSN: 2161-3761
DOI: https://doi.org/10.1109/ICALT49669.2020.00009
Verkko-osoite: https://ieeexplore.ieee.org/document/9156050
Rinnakkaistallenteen osoite: https://research.utu.fi/converis/portal/detail/Publication/48461021
Machine learning (ML) techniques are changing both the offensive and defensive aspects of cybersecurity. The implications are especially strong for privacy, as ML approaches provide unprecedented opportunities to make use of collected data. Thus, education on cybersecurity and AI is needed. To investigate how AI and cybersecurity should be taught together, we look at previous studies on cybersecurity MOOCs by conducting a systematic literature review. The initial search resulted in 72 items and after screening for only peer-reviewed publications on cybersecurity online courses, 15 studies remained. Three of the studies concerned multiple cybersecurity MOOCs whereas 12 focused on individual courses. The number of published work evaluating specific cybersecurity MOOCs was found to be small compared to all available cybersecurity MOOCs. Analysis of the studies revealed that cybersecurity education is, in almost all cases, organised based on the topic instead of used tools, making it difficult for learners to find focused information on AI applications in cybersecurity. Furthermore, there is a gap in the academic literature on how AI applications in cybersecurity should be taught in online courses.
Ladattava julkaisu This is an electronic reprint of the original article. |