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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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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>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&#39;s size through the introduction of matrix structuring and rewriting mechanisms of the compositional model&#39;s behavior. As an example of application, we show how the proposed formalism can be applied to performance modeling of network &ldquo;Defense in Breadth&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.</p>", 
  "license": "http://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Technical University of Moldova, 168 Stefan cel Mare bvd., MD-2004 Chisinau, Republic of Moldova", 
      "@id": "https://orcid.org/0000-0001-6839-514X", 
      "@type": "Person", 
      "name": "Gu\u021buleac, Emilian"
    }, 
    {
      "affiliation": "Technical University of Moldova, 168 Stefan cel Mare bvd., MD-2004 Chisinau, Republic of Moldova", 
      "@id": "https://orcid.org/0000-0001-5928-4229", 
      "@type": "Person", 
      "name": "Zaporojan, Sergiu"
    }, 
    {
      "affiliation": "Technical University of Moldova, 168 Stefan cel Mare bvd., MD-2004 Chisinau, Republic of Moldova", 
      "@id": "https://orcid.org/0000-0002-5454-8341", 
      "@type": "Person", 
      "name": "Moraru, Victor"
    }, 
    {
      "affiliation": "Technical University of Moldova, 168 Stefan cel Mare bvd., MD-2004 Chisinau, Republic of Moldova", 
      "@type": "Person", 
      "name": "Sclifos, Alexei"
    }
  ], 
  "headline": "PERFORMANCE MODELING OF NETWORK DEFENSE IN BREADTH SYSTEMS BY MATRIX REWRITING SRN WITH FUZZY PARAMETERS", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2019-09-18", 
  "url": "https://zenodo.org/record/3444051", 
  "keywords": [
    "attack", 
    "cyber-security", 
    "evaluation", 
    "fuzzy number", 
    "honeypot", 
    "moving target defense", 
    "reconfiguration", 
    "stochastic reward net"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3444051", 
  "@id": "https://doi.org/10.5281/zenodo.3444051", 
  "@type": "ScholarlyArticle", 
  "name": "PERFORMANCE MODELING OF NETWORK DEFENSE IN BREADTH SYSTEMS BY MATRIX REWRITING SRN WITH FUZZY PARAMETERS"
}
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