Mogućnost primjene velikih jezičnih modela kao metode kibernetičkih napada

master's thesis

• Title (english): Possibility of Applying Large Language Models as a Method of Cyber Attack
• Author: Anđela Stanišić
• Mentor: Ivan Cvitić (mentor)
• Committee member: Dragan Peraković (predsjednik povjerenstva)
• Committee member: Marko Periša (član povjerenstva)
• Committee member: Ivan Grgurević (član povjerenstva)
• Granter: University of Zagreb; Faculty of Transport and Traffic Sciences; (Division of Transport); (Department of Information and Communications Traffic); Zagreb
• Defense date and country: 2024-05-08, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Traffic and Transport Technology; Postal and Telecommunications Traffic

Abstract

Rad sadrži pregled mogućnosti primjene velikih jezičnih modela kao metode kibernetičkih napada. Veliki jezični modeli trenirani su na velikim količinama podataka te imaju sposobnost pružanja odgovora koji se lako mogu upotrijebiti na zlonamjeran način. Odgovore koje pružaju jezični modeli napadači koriste u maliciozne svrhe te jezični modeli postaju glavni pomagači u izvođenju kibernetičkih napada. U radu je predstavljen kratki pregled metoda koje se koriste za izvođenje kibernetičkih napada uz pomoć velikih jezičnih modela te uspješnost provođenja napada.

Abstract (english)

This thesis shows the possibility of applying Large Language Models as a method of cyber attack. Large Language Models are trained on large amounts of data and they can provide answers which can be easily used for malicious purposes. Answers that are provided by language models, attackers are using for malicious purposes so language models become the main helpers in making cyber attacks. The thesis shows a brief summary of methods that are used for cyber attacks using the help of large language models and it shows the efficiency of implementing attacks.

• Keywords: Umjetna inteligencija; veliki jezični model; ChatGPT; maliciozni korisnici; kibernetički napad; kibernetička sigurnost
• Keywords (english): Artificial intelligence; large language models; ChatGPT; malicious users; cyber attacks; cyber security
• Language: croatian
• URN:NBN: urn:nbn:hr:119:580158
• Study programme: Title: Transport; specializations in: Road Transport, Rail Transport, Water Transport, Air Transport, Postal Transport, Information and Communication Traffic, Urban Transport; Course: Road Transport; Study programme type: university; Study level: graduate; Academic / professional title: sveučilišni/a magistar/magistra inženjer/inženjerka prometa (sveučilišni/a magistar/magistra inženjer/inženjerka prometa)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2024-05-24 11:02:52