• DocumentCode
    3199355
  • Title

    Study on event correlation analysis in evidence chain structure

  • Author

    Liu Dong ; Wei Yong-qing

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Shandong Normal Univ., Jinan, China
  • Volume
    2
  • fYear
    2012
  • fDate
    3-5 Aug. 2012
  • Firstpage
    1056
  • Lastpage
    1060
  • Abstract
    Computer forensics has limitations in representation formalism of the electronic evidence and data missing. A method in construction of electronic evidence chain was proposed on the basis of the study and analysis of event correlation, and it makes use of Bayesian network inference algorithm, which analysis of causal relationship of the events to deal with the missing data. This method to consider the interaction between evidence events and sequence relationship, it realizes formalization of the electronic evidence and reduces data redundancy in evidence analysis, which strengthens the pertinence of data process and evidence analysis, forensics system becomes more perfect.
  • Keywords
    belief networks; computer forensics; inference mechanisms; redundancy; Bayesian network inference algorithm; computer forensics; data redundancy reduction; electronic evidence chain construction; electronic evidence formalism representation; event causal relationship analysis; event correlation analysis; missing data formalism representation; sequence relationship; Correlation; Bayesian network; computer forensics; electronic evidence; event correlation; evidence chain;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology in Medicine and Education (ITME), 2012 International Symposium on
  • Conference_Location
    Hokodate, Hokkaido
  • Print_ISBN
    978-1-4673-2109-9
  • Type

    conf

  • DOI
    10.1109/ITiME.2012.6291482
  • Filename
    6291482