prikaz prve stranice dokumenta Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju
No public access
master's thesis
Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. urn:nbn:hr:168:605169
Grozdanić, Vjeran
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Grozdanić, V. (2023). Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:605169

Grozdanić, Vjeran. "Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:605169

Grozdanić, Vjeran. "Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:605169

Grozdanić, V. (2023). 'Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 21 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:605169

Grozdanić V. Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 June 21] Available at: https://urn.nsk.hr/urn:nbn:hr:168:605169

V. Grozdanić, "Otkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:605169

Metadata
TitleOtkrivanje napada na sustave preporučivanja zasnovane na suradničkom filtriranju
Title (english)Attack Detection in Collaborative Filtering Recommendation Systems
AuthorVjeran Grozdanić
MentorKlemo Vladimir (mentor)
Committee memberKlemo Vladimir (predsjednik povjerenstva)
Committee memberMarin Šilić (član povjerenstva)
Committee memberGoran Delač (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2023-02-10, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu su predstavljeni osnovne grupe sustava preporučivanja s naglaskom na sustave preporučivanja zasnovane na suradničkom filtriranju. Prikazane su ranjivosti takvih sustava preporučivanja te najčešći napadi na takve sustave preporučivanja. U radu je predstavljen novi pristup otkrivanju napada, uporabom ansambla slučajnih šuma, gdje je svaki model slučajne šume specijaliziran za odred̄enu skupinu napada
Abstract (english)
In this paper, the basic groups of recommendation systems are presented with a focus on collaborative filtering recommendation systems. The vulnerabilities of such recommendation systems and the most common attacks on such systems are shown. A new approach to attack detection is presented using an ensemble of random forest models, where each random forest model is specialized for a certain group of attacks.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:605169
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsClosed access
Terms of useLicence In copyright icon
Public note
Created on2023-07-13 10:05:32