Primjena algoritama umjetne inteligencije u kriptografiji

master's thesis

• Title (english): Applications of Artificial Intelligence Algorithms in Cryptography
• Author: Valerio Franković
• Mentor: Marin Golub (mentor)
• Committee member: Marin Golub (predsjednik povjerenstva)
• Committee member: Ante Đerek (član povjerenstva)
• Committee member: Stjepan Groš (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-07-09, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovome radu su obrađene neke od primjena umjetne inteligencije u kriptografiji poput stvaranja tajnih ključeva sinkronizacijskim neuronskim mrežama, kriptiranja i dekriptiranja digitalnog sadržaja kaotičnim neuronskim mrežama te stvaranja pseudoslučajnih brojeva uz pomoć evolucijskih algoritama. U radu se nalazi i tehnička dokumentacija programskih ostvarenja navedenih primjena te prikaz demonstracije njihovog rada. Radi mogućnosti razumijevanja cjelovitog teksta, napravljen je i kratki pregled umjetne inteligencije zajedno s tehničkim opisima nekih od njenih alata te kratki pregled kriptografije.

Abstract (english)

This thesis elaborates some of the uses of artificial intelligence in cryptography such as generating secret keys using synchronization neural networks, encryption and decryption of multimedia content using chaotic neural networks and generating pseudorandom numbers using evolutionary algorithms. Thesis also contains technical documentation of implementation of the uses as well as demonstration of their work. For the sake of understanding all of the text written, there is also a brief review of artificial intelligence with technical descriptions of some of its tools and a brief review of cryptography.

• Keywords: umjetna inteligencija; neuronske mreže; evolucijski algoritmi; kriptografija; generiranje ključeva; kriptiranje; generator pseudoslučajnih brojeva
• Keywords (english): artificial intelligence; neural networks; evolutionary algorithms; cryptography; key generation; encryption; pseudorandom number generator
• Language: croatian
• URN:NBN: urn:nbn:hr:168:784906
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-13 20:16:50