Title :
Game-theoretic analysis of a semi-fragile watermarking scheme based on SCS
Author :
Boyer, Jean-Philippe ; Duhamel, Pierre ; Blanc-Talon, Jacques
Author_Institution :
CTA GIP, Arcueil, France
Abstract :
Semi-fragile watermarking can be used to detect illegal and local manipulation of images, while being robust towards legal manipulations such as lossy compression. This paper describes a game-theoretic approach to design a blind semi-fragile watermarking system based on the scalar costa scheme. A natural choice for the game criterion is a false alarm probability, i.e. the probability to still detect the watermark, even if part of the data has been replaced. Optimal embedding strategy is then derived in presence of a legal processing (e.g. lossy compression, through some model). Finally, the results are applied to design an efficient DCT semi-fragile watermarking system which allows to detect local forgery signals in spite of JPEG compression.
Keywords :
data compression; game theory; image coding; watermarking; JPEG compression; false alarm probability; game criterion; game-theoretic analysis; image manipulation detection; optimal embedding strategy; scalar costa scheme; semifragile watermarking scheme; Discrete cosine transforms; Forgery; Image coding; Law; Legal factors; Robustness; Signal design; Signal detection; Transform coding; Watermarking;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1530257