• DocumentCode
    3150980
  • Title

    A game theoretic approach to source identification with known statistics

  • Author

    Barni, M.

  • Author_Institution
    Dept. of Inf. Eng., Univ. of Siena, Rome, Italy
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    1745
  • Lastpage
    1748
  • Abstract
    In the attempt to lay the basis for the construction of a theoretical framework to cast forensics and anti-forensics techniques in, we introduce a game-theoretic model for the source-identification problem with known statistics. The framework is used to derive the Nash equilibrium for an asymptotic version of the game, in which the players´ strategies and the payoff are defined in terms of the error exponents of the false positive and false negative probabilities. The payoff at the equilibrium is evaluated and the conditions under which the false negative error probability tends to zero derived.
  • Keywords
    computer forensics; game theory; multimedia communication; probability; statistical analysis; Nash equilibrium; antiforensics techniques; cast forensics; false negative probabiliy; false positive probability; game theory; known statistics; source identification; theoretical framework construction; Equations; Error probability; Forensics; Games; Multimedia communication; Nash equilibrium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6288236
  • Filename
    6288236