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
Link To Document