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 :
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