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master's thesis
Upotreba umjetne inteligencije u NIDS sustavima
2021. urn:nbn:hr:211:508358
Zekan, Marko
University of Zagreb
Faculty of Organization and Informatics
Department of Computing and Technology

Cite this document

Zekan, M. (2021). Upotreba umjetne inteligencije u NIDS sustavima (Master's thesis). Varaždin: University of Zagreb, Faculty of Organization and Informatics. Retrieved from https://urn.nsk.hr/urn:nbn:hr:211:508358

Zekan, Marko. "Upotreba umjetne inteligencije u NIDS sustavima." Master's thesis, University of Zagreb, Faculty of Organization and Informatics, 2021. https://urn.nsk.hr/urn:nbn:hr:211:508358

Zekan, Marko. "Upotreba umjetne inteligencije u NIDS sustavima." Master's thesis, University of Zagreb, Faculty of Organization and Informatics, 2021. https://urn.nsk.hr/urn:nbn:hr:211:508358

Zekan, M. (2021). 'Upotreba umjetne inteligencije u NIDS sustavima', Master's thesis, University of Zagreb, Faculty of Organization and Informatics, accessed 11 January 2025, https://urn.nsk.hr/urn:nbn:hr:211:508358

Zekan M. Upotreba umjetne inteligencije u NIDS sustavima [Master's thesis]. Varaždin: University of Zagreb, Faculty of Organization and Informatics; 2021 [cited 2025 January 11] Available at: https://urn.nsk.hr/urn:nbn:hr:211:508358

M. Zekan, "Upotreba umjetne inteligencije u NIDS sustavima", Master's thesis, University of Zagreb, Faculty of Organization and Informatics, Varaždin, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:211:508358

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Metadata
TitleUpotreba umjetne inteligencije u NIDS sustavima
Title (english)The Use of Artificial Intelligence in NIDS
AuthorMarko Zekan
MentorIgor Tomičić (mentor)
MBZ: 306061
Committee memberMarkus Schatten (član povjerenstva)
MBZ: 291806
GranterUniversity of Zagreb
Faculty of Organization and Informatics
(Department of Computing and Technology)
Varaždin
Defense date and country2021-09-21, Croatia
Scientific / art field,
discipline and subdiscipline		SOCIAL SCIENCES
Information and Communication Sciences
Organization and Informatics
Abstract
Ovaj rad istražuje uporabu metoda umjetne inteligencije na problem detekcije napada na mreži. U radu je dan općeniti pregled korištenih metoda i tehnika umjetne inteligencije na području NIDS sustava, a zatim je pokazana primjena inovativne EC-GAN metode na ovaj problem. Rezultati rada pokazuju da klasifikator treniran EC-GAN metodom nadmašuje onaj treniran standardnim metodama.
Keywords
Languagecroatian
URN:NBNurn:nbn:hr:211:508358
Study programmeTitle: Business Systems Organization
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra informatike (magistar/magistra informatike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0) icon
Created on2021-09-27 04:12:43