A New Immunity Intrusion Detection Model Based on Genetic Algorithm and Vaccine Mechanism

After analyzing the characteristics of Immunity Intrusion Detection System, by utilizing prominent characteristics of genetic algorithm and vaccine mechanism, a new hybird immunity intrusion detection model based on genetic algorithm and vaccine mechanism was established. The modeling process is described in detail, such as feature extraction of vaccine, genetic operates to memory detectors and the improvement for detection method. Via application vaccine mechanism into intrusion detection system, the new model has the function of misuse detection and anomaly detection simultaneously. In order to improve the detection matching efficiency, the authors also present a novel matching algorithm RBNDM. Finally, they evaluated their model using the KDD Cup 1999 Data set.

Provided by: mecs-press Topic: Security Date Added: Dec 2010 Format: PDF

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