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An enhanced view of incidence functions for applying graph theory to modeling network intrusions

    Research output: Contribution to journal › Article › peer-review

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    Abstract

    Graph theory provides a robust tool for modeling a diverse range of subjects. It has been widely applied to computer networks and even network attacks. However, the incidence function in graph theory is often given a cursory treatment. This current research involves applying a range of information theory equations to describe the incidence function in a graph of a computer network. This improves modeling of computer network attacks and intrusions. Specifically attacks that involve substantial changes in network traffic can be more accurately modeled, if the incidence function of the graph is expanded.
    Original languageEnglish
    Pages (from-to)102-109
    Number of pages8
    JournalWSEAS Transactions on Information Science and Applications
    Volume15
    DOIs
    Publication statusPublished - 18 Jun 2020

    Keywords

    • graph theory
    • Shannon entropy
    • Rényi entropy
    • incidence functions
    • information theory

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