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Graphical Visualization of PE EXE Statistical Analysis Results
Rusnák, Jakub ; Jirák, Ota (referee) ; Peringer, Petr (advisor)
This bachelor's thesis describes statistical analysis of executable files in Portable Executable file format (PE EXE) with the entropy map, which is used to detect computer viruses which attack those files. It describes the PE EXE file format and methods of computer virus infection. The main objective is design and implementation of computer program for visualization of results of this statistical analysis. The application is implemented in c++ programming language with object oriented design on Microsoft Windows platform. It uses the 2D graphic library Cairo.
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Ransomware Obfuscation Techniques
Jacko, Jerguš ; Barabas, Maroš (referee) ; Kačic, Matej (advisor)
This master's thesis seeks to design, implement, and point out new techniques for obfuscation of ransomware activity using the entropy principles of data that do not fall within the detection capabilities of known anti-ransomware and anti-virus tools. The proposed techniques are aimed at changing the ransomware activity in the downgrading phase (encryption or obfuscation) of files on the infected system.
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Software for entropy resource evaluation
Šelinga, Martin ; Zeman, Václav (referee) ; Burda, Karel (advisor)
This thesis is focused on exploring the sources of entropy. It includes a description of random number generators and tests used to evaluate entropy quality. Random number generator for Windows and Linux OS was created together with software for entropy evaluation. Subsequently, measurement of entropy was performed on physical workstations and Cloud environments.
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Random number generator
Križan, Viliam ; Burda, Karel (referee) ; Ležák, Petr (advisor)
This master thesis deals with a generation of random numbers and Fortuna generator implementation in Java language. In the first part the theoretical familiarization to the issues is introduced. Various entropy sources like mouse movement, keyboard typing, microphone and web camera noise are described and analysed. The analysis focuses on randomness, usability and volume of gathered data. Also the Fortuna random number generator is described from the theoretical view. Object analysis and implementation details are described in the last chapter of the document.
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Asymmetric-Key Cryptography in Embedded Systems
Záhorský, Matej ; Kula, Michal (referee) ; Nosko, Svetozár (advisor)
Účelom tejto práce je prieskum a implementácia existujúceho asymetrického kryptografického algoritmu v FPGA a vyhodnotenie jeho výkonu. Prvá kapitola sa zameriava na vstavané systémy a FPGA, pričom popisuje ich štruktúru a použitie. V druhej kapitole je porovnanie kryptografických algoritmov a ich vlastností, ktoré umožňujú ich použitie vo vstavaných systémoch. Fázy návrhu a implementácie v tomto projekte popisujú a implementujú riešenie, ktoré zahŕňa výber a integráciu podpisovacieho algorithmu v FPGA. Dodatočné optimalizácie na zvýšenie výkonu sú taktiež naimplementované vo forme hardvérovej akcelerácie, ktoré sú zároveň porovnané s pôvodným algoritmom v kapitole vyhodnotenia.
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Testing exponentiality
Dvoranová, Romana ; Anděl, Jiří (advisor) ; Hušková, Marie (referee)
This bachelor thesis focuses on detailed review of a selection of tests for exponentiality and their comparison. This text presents classical methods for goodness-of-fit testing for exponentiality, as well as the most recent tests for exponentiality published in the last decades. Based on the characterisation of exponential distribution that is being used, the review includes $\chi^2$ goodness-of-fit tests, tests based on empirical distribution function using Kolmogorov-Smirnov and Cramér-von Misés test statistics, as well as tests based on integral transforms, entropy, mean residual life function, Gini index and others. In particular, this bachelor thesis focuses on tests for exponentiality based on entropy characterisation, e.g. using Shannon, Rényi or cumulative residual entropy. Finally, this thesis includes simulation study comparing power of several more recent tests for exponentiality that have been theoretically described. Powered by TCPDF (www.tcpdf.org)
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Ransomware Obfuscation Techniques
Jacko, Jerguš ; Barabas, Maroš (referee) ; Kačic, Matej (advisor)
This master's thesis seeks to design, implement, and point out new techniques for obfuscation of ransomware activity using the entropy principles of data that do not fall within the detection capabilities of known anti-ransomware and anti-virus tools. The proposed techniques are aimed at changing the ransomware activity in the downgrading phase (encryption or obfuscation) of files on the infected system.
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Software for entropy resource evaluation
Šelinga, Martin ; Zeman, Václav (referee) ; Burda, Karel (advisor)
This thesis is focused on exploring the sources of entropy. It includes a description of random number generators and tests used to evaluate entropy quality. Random number generator for Windows and Linux OS was created together with software for entropy evaluation. Subsequently, measurement of entropy was performed on physical workstations and Cloud environments.
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Testing exponentiality
Dvoranová, Romana ; Anděl, Jiří (advisor) ; Hušková, Marie (referee)
This bachelor thesis focuses on detailed review of a selection of tests for exponentiality and their comparison. This text presents classical methods for goodness-of-fit testing for exponentiality, as well as the most recent tests for exponentiality published in the last decades. Based on the characterisation of exponential distribution that is being used, the review includes $\chi^2$ goodness-of-fit tests, tests based on empirical distribution function using Kolmogorov-Smirnov and Cramér-von Misés test statistics, as well as tests based on integral transforms, entropy, mean residual life function, Gini index and others. In particular, this bachelor thesis focuses on tests for exponentiality based on entropy characterisation, e.g. using Shannon, Rényi or cumulative residual entropy. Finally, this thesis includes simulation study comparing power of several more recent tests for exponentiality that have been theoretically described. Powered by TCPDF (www.tcpdf.org)
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