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To design next generation adaptive security systems the powerful intelligent components should be developed. The paper describes the fuzzy knowledge base specifying relationships between threats and protection mechanisms by Mathworks MATLAB Fuzzy Logic Toolbox. The goal is to increase the effectiveness of the system reactions by minimization of neural network weights. We demonstrate a technique for creation of a fuzzy knowledge base to improve the system protection via rules monitoring and correction.Keywords-adaptive security system, adaptive security rules, fuzzy knowledge base, MATLAB Fuzzy Logic Toolbox.

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