Implementation of an Intrusion Detection System based on Self Organizing Map

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Provided by: Journal of Theoretical and Applied Information Technology
Topic: Security
Format: PDF
In this paper, the authors identify a methodology to validate the effectiveness of an intrusion detection systems proposed in three phases (selection, training and classification) using FDR to feature selection and self-organizing maps to training-classification. Therefore, initially are covered basics introductory in the first four items, related to the input dataset, the intrusion detection system and the metrics that are necessary to evaluate the IDS, the feature extraction technique FDR and the functionality about the Self-Organizing Map (SOM).
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