Re: Kohonen-based anomal user behaviour detection system

From: Andrus Adamchik (andru..bjectstyle.org)
Date: Mon Sep 25 2006 - 11:23:34 EDT

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    Michael,

    As usual, being submerged into the everyday work routine I have no
    time to try it at the moment, but I am curious to look it it
    eventualy. If that works reliably, we may consider that for an ROP
    security mechanism that we will hopefully start developing at some
    point.

    Andrus

    On Sep 21, 2006, at 5:04 PM, Michael Victorov wrote:

    > I created some kind of trivial anomal client behaviour detection
    > system based
    > on Kohonen self-organizing maps algorithms as practical part for
    > one of my
    > university works.
    >
    > Main use case:
    > Learning for usual client queries and then yelling when unusual query
    > discovered. May be used for security purposes.
    >
    > The system is quite simple. I can not exactly say that it will work
    > good
    > enough. It works on my test examples.
    >
    > I just want to listen for comments if somebody has time for looking
    > at it.
    > Is there practical needs for such kind of applications?
    >



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