IDS mailing list archives

Re: Bayesian IDS...help


From: Dinakara <om_dinu () indiatimes com>
Date: Mon, 11 Feb 2008 18:26:26 -0800 (PST)


Hi 
     If I am not wrong , SPICE/SPADE is only for portscan detection...,and
doesnt detect general intrusions like DOS, SMURF etc..

pgarcia wrote:

Gleb Paharenko escribió:

    Hi.

    You can also try the SPICE/SPADE anomaly detector for TCP ip_dst, 
ip_src, tcp_dst_port y tcp_src_port.

    It builds a bayesian network of 4 nodes (the 4 previous parameters) 
dinamically, considering the entropy of edges, using historical data.

    Afterwards, it computes the conditional probabilities of the tables, 
and then infer posterior probabilities of new packets.

    I wouldn't forget the Snort IDS, and its regular expression 
processor. You can also specify normal (and anomalous) behaviour using 
previous knowledge.

    Here you can find a paper of mine, describing our ESIDE-Depian IDS. 
I hope it will be useful for you.

    Agur.

          Pablo.

Hi.

Spamassasin uses bayasian for anomaly detection in mail. Perhaps you
can find there some useful things.

2008/1/31, Dinakara <om_dinu () indiatimes com>:
  
Hi there,

    I am working on Anomaly based Network IDS...
    Statistical based technique is simple but not quite effective in
real
scenario...
    I understand Bayesian classifier/Network is  more effective in the
context of anomaly detection,
    but i have very little idea about Bayesian approach for IDS...
    Can someone please help me out, i want to know  how to go about it
and
if there are any open source
    anomaly based tool available (bayesian IDS) ...

Thanks in advance..


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------------------------------------------------------------------------
Test Your IDS

Is your IDS deployed correctly?
Find out quickly and easily by testing it
with real-world attacks from CORE IMPACT.
Go to http://www.coresecurity.com/index.php5?module=Form&action=impact&campaign=intro_sfw
to learn more.
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