• DocumentCode
    2738609
  • Title

    Improved file-Carving through data-parallel pattern matching for data forensics

  • Author

    Pungila, Ciprian

  • Author_Institution
    Fac. of Math. & Inf., West Univ. of Timisoara, Timisoara, Romania
  • fYear
    2012
  • fDate
    24-26 May 2012
  • Firstpage
    197
  • Lastpage
    202
  • Abstract
    File-carving, as part of the data recovery process, is a topic of great interest due to its potential to minimize cost- impact in business environments, where the losses are significant every year, according to public reports. Starting with a modified version of the signature database of TrID, a long-established file-identification utility, and implementing a multiple-pattern matching algorithm that extends the Aho-Corasick automaton, we propose an approach suitable for multi-core systems for performing carving using complex patterns, that describe filetypes more accurately, making it also suitable for digital forensics. The experimental results have shown that our approach performs better and identifies data with greater accuracy, with lower than 3% performance degradation in the processing bandwidth of the original approach.
  • Keywords
    back-up procedures; business data processing; computer forensics; cost-benefit analysis; digital signatures; file organisation; multiprocessing systems; parallel processing; pattern matching; Aho-Corasick automaton; TrID; business environments; cost-impact minimization; data forensics; data identification; data parallel pattern matching; data recovery process; digital forensics; file carving; file identification utility; multicore systems; multiple pattern matching algorithm; signature database;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Computational Intelligence and Informatics (SACI), 2012 7th IEEE International Symposium on
  • Conference_Location
    Timisoara
  • Print_ISBN
    978-1-4673-1013-0
  • Electronic_ISBN
    978-1-4673-1012-3
  • Type

    conf

  • DOI
    10.1109/SACI.2012.6250001
  • Filename
    6250001