GPU implementation of algorithms for side-channel attacks – Bc. Tomáš Jusko
Bc. Tomáš Jusko
Bachelor's thesis
GPU implementation of algorithms for side-channel attacks
GPU implementation of algorithms for side-channel attacks
Abstract:
Táto práca predstavuje rozšírenie nástrojovej sady pyecsca o paralelné implementácie algoritmov často používaných v side-channel analýze. Vzhľadom na potrebu efektívneho spracovania veľkých dátových súborov v kryptografickom výskume sa táto práca zameriava na paralelizáciu operácií ako sú priemer, rozptyl a koeficient korelácie meraní pomocou Numba CUDA. Výskum tejto práce zahŕňal komplexnú analýzu …moreAbstract:
This thesis presents the extension of the pyecsca toolkit to include parallel implementations of algorithms commonly used in side-channel analysis. Recognizing the necessity for efficient processing of large data sets in cryptographic research, this work focuses on parallelizing operations like average, variance, and correlation coefficient of traces using Numba CUDA. The research of this thesis entailed …more
Language used: English
Date on which the thesis was submitted / produced: 19. 12. 2023
Identifier:
https://is.muni.cz/th/pq52i/
Thesis defence
- Date of defence: 12. 2. 2024
- Supervisor: RNDr. Ján Jančár
- Reader: PhD Lukasz Michal Chmielewski
Citation record
Full text of thesis
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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsBachelor programme / field:
Informatics / Informatics