Investigation on operating systems identification by means of fractal geometry

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096907" target="_blank" >RIV/61989100:27240/15:86096907 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26310/14:PU111813
Result on the web
<a href="http://jigpal.oxfordjournals.org/content/23/1/88.abstract" target="_blank" >http://jigpal.oxfordjournals.org/content/23/1/88.abstract</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1093/jigpal/jzu040" target="_blank" >10.1093/jigpal/jzu040</a>

Result language
angličtina
Original language name
Investigation on operating systems identification by means of fractal geometry
Original language description
This work demonstrates a novel way on how to identify the operating systems and networking devices working with TCP/IP stack on the basis of differences in their pseudorandom number generators. Data from pseudorandom number generators of various OS are used to be visualized in its randomness in 3D space, using reconstruction method from deterministic chaos. Then fractal geometry is applied to measure fractal dimension of observed 3D clouds and compared with Euclid objects and among themselves. Interesting fractal properties are revealed and discussed in this article as well as sketch of possible OS identification based on fractal geometry and neural networks.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
—

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
S - Specificky vyzkum na vysokych skolach

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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