• DocumentCode
    130897
  • Title

    A framework of audit events correlation analysis based on influence net

  • Author

    Jinsheng Cui ; Yuesong Yan ; Jing Ma

  • Author_Institution
    Dept. of Campaign, Naval Command Coll., Nanjing, China
  • fYear
    2014
  • fDate
    27-29 June 2014
  • Firstpage
    484
  • Lastpage
    487
  • Abstract
    For existing defects of the events correlation analysis framework on the analysis ability or the scope of applications, this paper proposed a framework of audit events correlation analysis based on the influence net. The framework analyses the key events in audit data using influence net model, and proposes the algorithm of mining periodicity weighted temporal association rules to mine the correlation of audit events, finally visualizes the events correlation and operation pattern of events with three dimensional graph and two dimensional directed graph.
  • Keywords
    auditing; correlation methods; data mining; directed graphs; audit data; audit event correlation analysis framework; influence net model; periodicity weighted temporal association rule mining; three dimensional graph; two dimensional directed graph; Algorithm design and analysis; Correlation; Data mining; Data visualization; Educational institutions; Security; Sensitivity analysis; Events correlation analysis; Influence Net; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering and Service Science (ICSESS), 2014 5th IEEE International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2327-0586
  • Print_ISBN
    978-1-4799-3278-8
  • Type

    conf

  • DOI
    10.1109/ICSESS.2014.6933611
  • Filename
    6933611