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undergraduate thesis
Sustav za detekciju napada u okruženjima Interneta stvari
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:309642
Petričušić, Zdravko
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Petričušić, Z. (2022). Sustav za detekciju napada u okruženjima Interneta stvari (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:309642

Petričušić, Zdravko. "Sustav za detekciju napada u okruženjima Interneta stvari." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:309642

Petričušić, Zdravko. "Sustav za detekciju napada u okruženjima Interneta stvari." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:309642

Petričušić, Z. (2022). 'Sustav za detekciju napada u okruženjima Interneta stvari', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 01 January 2025, https://urn.nsk.hr/urn:nbn:hr:168:309642

Petričušić Z. Sustav za detekciju napada u okruženjima Interneta stvari [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2025 January 01] Available at: https://urn.nsk.hr/urn:nbn:hr:168:309642

Z. Petričušić, "Sustav za detekciju napada u okruženjima Interneta stvari", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:309642

Metadata
TitleSustav za detekciju napada u okruženjima Interneta stvari
Title (english)Intrusion detection system in Internet of things environment
AuthorZdravko Petričušić
MentorMarin Vuković (mentor)
Committee memberMarin Vuković (predsjednik povjerenstva)
Committee memberRenato Šoić (član povjerenstva)
Committee memberKarlo Slovenec (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-04, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Ovaj rad je opisao koncept okruženja Interneta stvari i važnosti kibernetičke sigurnosti u modernom svijetu. Dan je pregled osnovnih elemenata umjetne inteligencije u kontekstu neuronskih mreža koje su zatim korištene kako bi se pokušao izgraditi osnovni element nadzornog alata koji bi detektirao kibernetičke napade u IoT mrežama. Rad je obradio tri pristupa ovakvom alatu, jedan koristeći isključivo analizu metrika dostupnih na rubnim uređajima, te dva različita pristupa s gledišta umjetne inteligencije kojima se isti alat pokušao realizirati uz pomoć analize mrežnog prometa rubnih uređaja. Posljednja poglavlja ovog rada prilažu rezultate i prijedloge za buduća istraživanja.
Abstract (english)
This paper describes the concept of an IoT network and the importance of cybersecurity in the modern world. An overview of basic elements used in the field of artificial intelligence was given. Specifically, an overview of neural networks which were then used as a foundation upon which a cyberattack detection system would be built in order to detect such hazards in an IoT network. The paper presents three approaches to creating such software, one of which exclusively analyses the telemetry data collected on the edge devices themselves, whilst the other two employ different artificial intelligence strategies in order to build software which would analyze the network traffic in the IoT edge layer. The final chapters present the final results and provide suggestions for future research.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:309642
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2023-01-15 11:02:46