Detail publikačního výsledku

Investigation on operating systems identification by means of fractal geometry

ZELINKA, I.; ZMEŠKAL, O.; MERHAUT, F.

Originální název

Investigation on operating systems identification by means of fractal geometry

Anglický název

Investigation on operating systems identification by means of fractal geometry

Druh

Článek WoS

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Computer security, TCP/IP, operating system fingerprinting, port scanning, pseudorandom number generator, fractal geometry, neural networks

Klíčová slova v angličtině

Computer security, TCP/IP, operating system fingerprinting, port scanning, pseudorandom number generator, fractal geometry, neural networks

Autoři

ZELINKA, I.; ZMEŠKAL, O.; MERHAUT, F.

Rok RIV

2015

Vydáno

24.12.2014

Nakladatel

Oxford University Press

Místo

Oxford

ISSN

1368-9894

Periodikum

LOGIC JOURNAL OF THE IGPL

Svazek

22

Číslo

6

Stát

Spojené království Velké Británie a Severního Irska

Strany od

1

Strany do

17

Strany počet

17

URL

http://jigpal.oxfordjournals.org/cgi/reprint/jzu040?ijkey=xPX8YYsujEzqqwW&keytype=ref

BibTex

@article{BUT111338,
  author="Ivan {Zelinka} and Oldřich {Zmeškal} and Filip {Merhaut}",
  title="Investigation on operating systems identification by means of fractal geometry",
  journal="LOGIC JOURNAL OF THE IGPL",
  year="2014",
  volume="22",
  number="6",
  pages="1--17",
  doi="10.1093/jigpal/jzu040",
  issn="1367-0751",
  url="http://jigpal.oxfordjournals.org/cgi/reprint/jzu040?ijkey=xPX8YYsujEzqqwW&keytype=ref"
}