Data mining based cyber-attack detection

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    Abstract

    Detecting cyber-attacks undoubtedly has become a big data problem. This paper presents a tutorial on data mining based cyber-attack detection. First, a data driven defence framework is presented in terms of cyber security situational awareness. Then, the process of data mining based cyber-attack detection is discussed. Next, a multi-loop learning architecture is presented for data mining based cyber-attack detection. Finally, common data mining techniques for cyber-attack detection are discussed.
    Original languageEnglish
    Number of pages15
    JournalSystem Simulation Technology
    Volume13
    Issue number2
    Publication statusPublished - 31 May 2017

    Keywords

    • big data analytics
    • cyber-attack detection
    • cyber security
    • cyber situational awareness
    • data mining
    • pattern mining
    • machine learning

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