On the basis of further analyzing the operational mechanism of the existing intrusion detection system model, in allusion to the existing problem the powerless ,high false negative rate, low detection efficiency and the lack of the rule base automatic extension mechanism to unknown aggressive behavior for existing detection mechanisms, Combining the relevant knowledge of data mining technology, then to design one improved network intrusion detection system model based on data mining, combined misuse detection and anomaly detection. Finally, we carry out a detailed introduction to the associated modules of work processes and work steps.
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The Designation of Intrusion Detection System Model Based on Data Mining
Semantic Scholar · Computer Science · 2014
Abstract
On the basis of further analyzing the operational mechanism of the existing intrusion detection system model, in allusion to the existing problem the powerless ,high false negative rate, low detection efficiency and the lack of the rule base automatic extension mechanism to unknown aggressive behavior for existing detection mechanisms, Combining the relevant knowledge of data mining technology, then to design one improved network intrusion detection system model based on data mining, combined misuse detection and anomaly detection. Finally, we carry out a detailed introduction to the associated modules of work processes and work steps.