Hi,

The neural networks aren't very useful for the detection of polymorphic shellcode (especially). Indeed by having a good disassembly library it is possible to solve a shellcode (polymorphic or not) and thus to detect it.

----- Original Message ----- From: "Stefano Zanero" <[EMAIL PROTECTED]> To: <[EMAIL PROTECTED]>; "Focus-Ids Mailing List" <[email protected]>
Sent: Thursday, August 17, 2006 2:12 PM
Subject: Re: A Neural Network to detect polymorphic shellcodes


[EMAIL PROTECTED] wrote:
Hello,

I am loking for project that implement Neural Networks and spectrum analysis to detect polymorphic shellcodes such as those of ADMutate.

This seems like a bad case of "pushing a technique onto a problem" or
better "buzzword fascination problem".

Spectral analysis is useful on continuous variables. How would you
represent "a shellcode" as a continuous variable or multivariate series
of continuos variables ?

Neural networks themselves are more useful on metric variables than on
qualitative variables. And here again: on what metrics and features
would you train them ?

Stefano

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