Self Organizing Maps to Build Intrusion Detection System

With the rapid expansion of computer usage and computer network the security of the computer system has became very important. Every day new kind of attacks is being faced by industries. Many methods have been proposed for the development of intrusion detection system using artificial intelligence technique. In this paper, the authors will have a look at an algorithm based on neural networks that are suitable for Intrusion Detection Systems (IDS). The name of this algorithm is Self Organizing Maps (SOM). Neural networks method is a promising technique which has been used in many classification problems.

Provided by: International Journal of Computer Applications Topic: Security Date Added: Nov 2010 Format: PDF

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