On random coding error exponents of watermarking systems

Authors
Citation
N. Merhav, On random coding error exponents of watermarking systems, IEEE INFO T, 46(2), 2000, pp. 420-430
Citations number
23
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE TRANSACTIONS ON INFORMATION THEORY
ISSN journal
00189448 → ACNP
Volume
46
Issue
2
Year of publication
2000
Pages
420 - 430
Database
ISI
SICI code
0018-9448(200003)46:2<420:ORCEEO>2.0.ZU;2-#
Abstract
Watermarking codes are analyzed from an information-theoretic viewpoint as a game between an information hider and an active attacker. While the infor mation hider embeds a secret message (watermark) in a covertext message (ty pically: test, image, sound, or video stream) within a certain distortion l evel, the attacker processes the resulting watermarked message, within limi ted additional distortion, in attempt to invalidate the watermark. For the case where the covertext source is memoryless (or, more generally, where th ere exists some transformation that makes it memoryless),we provide a singl e-letter characterization of the maximin game of the random coding error ex ponent associated with the average probability of erroneously decoding the watermark. This single-letter characterization is in effect because if the information hider utilizes a memoryless channel to generate random codeword s for every covertext message, the (causal) attacker will maximize the dama ge by implementing a memoryless channel as well. Partial results for the du al minimax game and the conditions for the existence of a saddle point are also presented.