By Topic

Reason for Hierarchical Self Organized Map-Based Intrusion Detection System Incapable of Increasing Detection Rate

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

1 Author(s)
Ma Zhenying ; Coll. of Comput. Sci. & Eng., Chongqing Univ., Chongqing, China

When the single-layered self organized map (SOM) is used for anomaly detection, ldquooverlaprdquo exists for five types of samples. The hierarchical SOM system, which increases classification granularity, can not effectively enhance the detection rate. Through analysis to clustering details in the hierarchical SOM system, the reason for a low detection rate of attack was found, and improvement were proposed based on the reason.

Published in:

Information Engineering and Electronic Commerce, 2009. IEEC '09. International Symposium on

Date of Conference:

16-17 May 2009