Rješavanje problema optimiranja kriptografskih primitiva uz pomoć algoritama evolucijskog računanja

undergraduate thesis

• Title (english): Solving cryptographic primitives optimization problem using evolutionary computation algorithms
• Author: Nicole Bilić
• Mentor: Marin Golub (mentor)
• Committee member: Marin Golub (predsjednik povjerenstva)
• Committee member: Marin Šilić (član povjerenstva)
• Committee member: Ivan Budiselić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2014-09-08, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Istrazivanje metoda za evaluaciju kriptografskih primitiva, s usredotocenoscu na AES S-kutiju. Opis svojstava S-kutija i Booleanovih funkcija koje su vazne za evaluaciju AES S-kutija uz uporabu ECF-a. Opis eksperimenata i rezultati, uz koristenje ECF-a i implementiranih algoritama - Roulette Wheel i Steady State Tournament. Kao nastavak rada, predlozeno je prosirivanje ECF-a s novim evolucijskim algoritmom, s time da je isti vise-objektni evolucijski algoritam.

Abstract (english)

Examination of methods for evaluation of cryptographic primitives, with focus on AES S-box. Description of properties of S-boxes and Boolean functions, important for evaluation of AES S-boxes within the Evolutionary Computation Framework (ECF). Experiments description and results, using ECF and implemented algorithms – Roulette Wheel and Steady State Tournament. Comparison of the results given by Roulette Wheel and Steady State Tournament is given. As future work, it is proposed to build new evolutionary algorithm into ECF and try multi objective evolutionary algorithms for S-box optimization.

• Keywords: S-box; optimizacija; AES; DPA napadi; Boolean funkcije; balansiranost; nelinearnost
• Keywords (english): S-box; optimization; AES; DPA attacks; Boolean functiones; balancedness; transparency order; non-linearity
• Language: english
• URN:NBN: urn:nbn:hr:168:323627
• 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: 2018-02-05 17:26:55