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Network based intrusion detection system use the models of attacks to identify intrusive behavior ability of systems to detect attacks by quality of models which are called signatures. Some attacks exploits in different ways. For this reason the authors use testing tools that able to detect goodness of signatures. This technique describes test and evaluate misuse detection models in the case of network-based intrusion detection systems. They use Mutant Exploits are working against vulnerability applications. This mutant exploit is based on mechanism to generate large no. of exploit by applying mutant operators. The results of the systems in detecting these variations pro-vide a quantitative basis for the evaluation of the quality of the corresponding detection model.
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