Kohonen’s Self-Organizing Maps as the Instrument of Detection the Deviations in TCP/IP Traffic Flow

Kohonen’s Self-Organizing Maps as the Instrument of Detection the Deviations in TCP/IP Traffic Flow

The paper discusses issues of network traffic analysis based on functional Kohonen’ self-organizing map. Using the information received from the sensors of the system and especially structured, methods of analysis using Kohonen’ self-organizing maps were adapted, as well as a special algorithm for v...

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Bibliographic Details
Main Author: G. V. Babenko
Format: Article
Language:English
Published: Moscow Engineering Physics Institute 2011-12-01
Series:Bezopasnostʹ Informacionnyh Tehnologij
Subjects:
self-organizing maps
the gradient
key characteristics
Online Access:https://bit.mephi.ru/index.php/bit/article/view/584

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