Journal article Open Access

PERFORMANCE MODELING OF NETWORK DEFENSE IN BREADTH SYSTEMS BY MATRIX REWRITING SRN WITH FUZZY PARAMETERS

Guțuleac, Emilian; Zaporojan, Sergiu; Moraru, Victor; Sclifos, Alexei


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    <subfield code="a">&lt;p&gt;We have defined in this paper, a new kind of stochastic reward network (SRN) by introducing matrix attributes and fuzzy parameters of timed transitions and of rewriting rules, called MFRSRN, allowing the dynamic marking-dependent reconfiguration of these models. Moreover, this formalism offers a descriptive language that allows managing the compact representations the model&amp;#39;s size through the introduction of matrix structuring and rewriting mechanisms of the compositional model&amp;#39;s behavior. As an example of application, we show how the proposed formalism can be applied to performance modeling of network &amp;ldquo;Defense in Breadth&amp;rdquo; system which includes the combination of firewall, IDS, honeypot and moving target defense (MTD) techniques, taking into account the probabilistic and epistemic uncertainty aspects.&lt;/p&gt;</subfield>
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