Modeliranje logičkih funkcija bez mogućnosti kopiranja evolucijskim algoritmima

undergraduate thesis

• Title (english): Modelling physically unclonable functions with evolutionary algorithms
• Author: Maša Burda
• Mentor: Domagoj Jakobović (mentor)
• Committee member: Domagoj Jakobović (predsjednik povjerenstva)
• Committee member: Marko Đurasević (član povjerenstva)
• Committee member: Karlo Knežević (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2017-07-10, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Modeliranje logičkih funkcija bez mogućnosti kopiranja koristi se u uređajima za sigurnu komunikaciju kao metoda generiranja jedinstvenih kriptografskih ključeva. Za potrebe ovog rada ostvaren je programski sustav za optimizaciju modela zadanih funkcija temeljen na evolucijskim algoritmima i algoritmu evolucijske strategije. Proučavani su povezani optimizacijski problemi i testirana učinkovitost nekoliko evolucijskih algoritama i algoritma evolucijske strategije na zadanim modelima. Ispitivana je učinkovitost preciznosti dobivenih modela s obzirom na veličinu polazne funkcije, preciznost prikaza i parametre optimizacijskih algoritama. Rezultati ispitivanja su analizirani i prikazani dijagramima i tablicama.

Abstract (english)

Modelling physically unclonable functions is used in safety communication devices as a method of generating unique cryptographic keys. For the purpose of this paper, a program system for optimization of the given function model based on evolution algorithms and evolution strategy algorithm has been implemented. Related optimization problems were studied and effectiveness of several evolutionary algorithms and evolution strategy algorithm was tested on given models. The efficiency of the precision of the obtained models was studied with regard to the size of the starting function, the precision of the display and parameters of the optimization algorithms. The test results are analyzed and presented in diagrams and tables.

• Keywords: logičke funkcije bez mogućnosti kopiranja; evolucijski algoritmi; evolucijska strategija; optimizacija; preciznost
• Keywords (english): physically unclonable functions; evolutionary algorithms; evolution strategy; optimization; precision
• Language: croatian
• URN:NBN: urn:nbn:hr:168:319808
• Study programme: Title: 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 resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-13 19:28:57