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The most common method of IDS functioning is based on pattern matching which recognizes the vandalism occurring on the network using particular patterns and rules. In order to do so, normal behaviors of the network are modeled and then used as a base pattern for recognizing abnormal behavior of the network. The article, in hand, tries to recognize and choose the best algorithms for this operation...