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Title:Uporaba umetne inteligence na področju kibernetske varnosti
Authors:ID Turk, Ajda (Author)
ID Werber, Borut (Mentor) More about this mentor... New window
ID Brezavšček, Alenka (Comentor)
Files:.pdf UN_Turk_Ajda_2025.pdf (2,61 MB)
MD5: 5B64B7ECAEC909ECA59886F60C5A80D8
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FOV - Faculty of Organizational Sciences in Kranj
Abstract:Diplomsko delo obravnava vlogo umetne inteligence v kibernetski varnosti, analizira priložnosti, omejitve in tveganja pri uporabi umetne inteligence, pri čemer smo upoštevali stališča strokovnjakov s področja kibernetske varnosti in končnimi uporabniki. Namen raziskave je bil opredeliti, kako organizacije razumejo in uvajajo varnostne rešitve, podprte z umetno inteligenco, kje prepoznavajo največje priložnosti ter katere ovire in tveganja pri tem izstopajo. Za raziskavo smo pripravili dva anketna vprašalnika, enega za širšo javnost, končne uporabnike in drugega za strokovnjake za kibernetsko varnost. Vprašalnika sta bila narejena s pomočjo orodja za spletno anketiranje 1ka. Statistično obdelavo podatkov smo pripravili s pomočjo programov SPSS in Excel. Raziskava je bila omejena na kratek zbirni interval, kar lahko vpliva na število sodelujočih in njihovo raznolikost. Poglavitne ugotovitve kažejo, da so stališča do uporabe umetne inteligence v varnostnih procesih razmeroma pozitivna. Priložnosti uporabe se najpogosteje prepoznavajo v avtomatizaciji odziva in odkrivanju anomalij v sistemu, a ostaja opazna zadržanost do popolne avtomatizacije brez človeškega posredovanja. Podrobnejša analiza posameznih sklopov pa razkrije izrazit razkorak med zaznano koristnostjo ter operativno zrelostjo: testni preizkusi prevladujejo nad produkcijsko rabo.
Keywords:umetna inteligenca, kibernetska varnost, varnostne rešitve podprte z umetno inteligenco, varnost podatkov
Place of publishing:Maribor
Year of publishing:2025
PID:20.500.12556/DKUM-94721 New window
COBISS.SI-ID:253438467 New window
Publication date in DKUM:16.10.2025
Views:241
Downloads:49
Metadata:XML DC-XML DC-RDF
Categories:FOV
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:26.08.2025

Secondary language

Language:English
Title:Use of artificial intelligence in the field of cyber security
Abstract:This thesis examines the role of artificial intelligence in cybersecurity and analyses the opportunities, limitations, and risks associated with its use, taking into account the perspectives of both cybersecurity professionals and end users. The aim of the study was to determine how organizations understand and implement AI-enabled security solutions, where they identify the greatest opportunities, and which barriers and risks stand out. For the empirical research, we designed two survey questionnaires, one for the general public and another for cybersecurity experts. The questionnaires were administered using an online survey tool 1ka. Statistical analyses were carried out with SPSS and Excel. The research was limited to a short data collection period, which may have affected both the number and diversity of participants. The key findings indicate that attitudes toward the use of artificial intelligence in security processes are relatively positive. Opportunities are most often recognised in response automation and anomaly detection, yet there remains a notable reluctance toward full automation without human oversight. A more detailed analysis also reveals a pronounced gap between perceived usefulness and operational maturity: pilot trials prevail over production use.
Keywords:artificial intelligence, cyber security, AI-enabled security solutions, data security


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