SYSTEM ANALYSIS OF MULTICRITERION OPTIMIZATION PROBLEM FOR INFORMATION SYSTEM PROTECTION (HACKING)

Authors

  • Юлія Борисівна Коваленко National Aviation University

DOI:

https://doi.org/10.18372/2410-7840.17.8287

Keywords:

system analysis, multicriterion optimization problem, alternative optimization options, fazzer, protection system,

Abstract

The article discusses the solution of the system analysis multicriterion optimization problem and application of organizational and analytical methods development,justification and decision-making for solving the problemof choosing the means of fuzzing using genetic algorithms.Mathematical methods of analysis of expertassessments, method of analysis of hierarchies and themethod of paired comparisons are applied. A systematicanalysis of the fuzzing system using genetic algorithms,the search for the sources of the corresponding typesystem, compiling a comparative table of the prototypewith known systems of this type, a systematic analysis ofthe problems of multicriteria selection, expert evaluationof the advantages and construction of the matrices ofthe advantages of using the method of pairwise comparisons,the calculated vector of global priorities and decisionon the basis of the results of the analysis arerepresented in the article.

Author Biography

Юлія Борисівна Коваленко, National Aviation University

Ph.D.Academic Department of IT-Security

References

. Sherri Sparks, Shawn Embleton, Ryan Cunningham, Cliff Zou. Automated Vulnerability Analysis:Leveraging Control Flow for Evolutionary Input Crafting // Conference: Computer Security Applications Conference, 2007.

. Стародуб Ю.І. Фаззери формату файлу / Стародуб Ю.І. // Політ. Сучасні проблеми науки. – К.: НАУ. – 2013.– С. 157.

. IDA Pro Disassembler. http://www.idapro.ru/

. Тихонов А.Ю., Аветисян А.И. Комбинированный (статический и динамический) анализ бинарного кода. – Режим доступа: http://www.ispras. ru/ ru/proceedings /docs/2012/22/isp_22_2012_131.pdf

. Richard McNally, Ken Yiu, Duncan Grove, Damien Gerhardy. Fuzzing: The State of the Art / Defence Science and Technology Organisation, 2012, р.р. 34-35

. Intel, Developer Zone. Pin - A Dynamic Binary Instrumentation Tool. https://software.intel.com/en-us/articles/pintool

. DynamoRIO. http://dynamorio.org/

. GNU DeBugger. http://en.wikipedia.org/ wiki/GNU_Debugger

. LLVM Language Reference Manual. // Llvm.org/docs/LangRef.html

. AMD SimNow Simulator, http://developer.amd.com/cpu/simnow/Pages/default.aspx

. Roger Lee Seagle Jr. A Framework for File Format Fuzzing with Genetic Algorithms, 2012, p.p. 53-75

. YAML. – Режим доступу:https://ru.wikipedia.org/wiki/YAML

. Сосо/R. – Режим доступу:https://ru.wikipedia.org/wiki/Coco/R

. ANTLR. – Режим доступу: https://ru.wikipedia.org/wiki/ANTLR

. LR-анализатор. – Режим доступу: https://ru.wikipedia. org /wiki/LR-анализатор

Downloads

Published

2015-06-03

How to Cite

Коваленко, Ю. Б. (2015). SYSTEM ANALYSIS OF MULTICRITERION OPTIMIZATION PROBLEM FOR INFORMATION SYSTEM PROTECTION (HACKING). Ukrainian Information Security Research Journal, 17(1), 38–43. https://doi.org/10.18372/2410-7840.17.8287

Issue

Vol. 17 No. 1 (2015)

Section

Articles

License

The scientific journal adheres to the principles of Open Access and provides free, immediate, and permanent access to all published materials without financial, technical, or legal barriers for readers.

All articles are published in Open Access under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.

Copyright

Authors who publish their works in the journal:

  • retain the copyright to their publications;

  • grant the journal the right of first publication of the article;

  • agree to the distribution of their materials under the CC BY 4.0 license;

  • have the right to reuse, archive, and distribute their works (including in institutional and subject repositories), provided that proper reference is made to the original publication in the journal.