Initialization Method of Gene Library Based on Teiresias Algorithm

This paper analyses the problems and disadvantages of generating detectors in the current intrusion detection system so as to propose a method that can be applied into Teiresias algorithm to initialize gene library, relating with the ways of generating detectors by using the gene library based on the artificial immune theory. By using Teiresias algorithm to preprocess the non-self data, we can get a more effective variable-length sequence pattern that can reflect the non-self characteristics. Using this pattern, which is relatively independent, complete and meaningful, to initialize the gene library can make the gene library more optimized, and this will greatly improve the efficiency and accuracy of intrusion detection system.