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master's thesis
Sigurnosni izazovi velikih jezičnih modela
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:820244
Lihter, Marko
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Lihter, M. (2024). Sigurnosni izazovi velikih jezičnih modela (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:820244

Lihter, Marko. "Sigurnosni izazovi velikih jezičnih modela." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:820244

Lihter, Marko. "Sigurnosni izazovi velikih jezičnih modela." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:820244

Lihter, M. (2024). 'Sigurnosni izazovi velikih jezičnih modela', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 13 January 2025, https://urn.nsk.hr/urn:nbn:hr:168:820244

Lihter M. Sigurnosni izazovi velikih jezičnih modela [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2025 January 13] Available at: https://urn.nsk.hr/urn:nbn:hr:168:820244

M. Lihter, "Sigurnosni izazovi velikih jezičnih modela", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:820244

Metadata
TitleSigurnosni izazovi velikih jezičnih modela
Title (english)Security challenges in large language models
AuthorMarko Lihter
MentorMarin Vuković (mentor)
Committee memberMarin Vuković (predsjednik povjerenstva)
Committee memberMiljenko Mikuc (član povjerenstva)
Committee memberDragan Jevtić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-07-10, Croatia
Abstract
Diplomski rad se bavi sigurnosnim izazovima velikih jezičnih modela. Rad istražuje rizike poput netočnih informacija, pristranosti, manipulacije ulazima i izlazima te curenja podataka. Autor analizira slučajeve kao što su manipulacija podacima, napadi socijalnog inženjeringa, generiranje zlonamjernog softvera i širenje dezinformacija. Također se razmatraju protumjere za ublažavanje tih rizika, uključujući tehničke zahtjeve za sigurnost i certifikaciju. Cilj rada je pružiti sveobuhvatan pregled sigurnosnih problema i rješenja kako bi se osigurala sigurna i etična primjena LLM-ova u različitim područjima.
Abstract (english)
Thesis deals with the security challenges of large language models (LLMs). The paper explores risks such as incorrect information, bias, manipulation of inputs and outputs, and data leakage. The author analyzes cases such as data manipulation, social engineering attacks, the generation of malicious software and the spread of disinformation. Countermeasures to mitigate these risks are also considered, including technical requirements for security and certification. The aim of the paper is to provide a comprehensive overview of security issues and solutions to ensure the safe and ethical application of LLMs in various fields.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:820244
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
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Created on2024-10-12 21:19:23