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Anti-Collusion Fingerprinting for Multimedia
- IEEE Transactions on Signal Processing
, 2003
"... Digital fingerprinting is a technique for identifying users who might try to use multimedia content for unintended purposes, such as redistribution. These fingerprints are typically embedded into the content using watermarking techniques that are designed to be robust to a variety of attacks. A cost ..."
Abstract
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Cited by 52 (10 self)
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Digital fingerprinting is a technique for identifying users who might try to use multimedia content for unintended purposes, such as redistribution. These fingerprints are typically embedded into the content using watermarking techniques that are designed to be robust to a variety of attacks. A cost-e#ective attack against such digital fingerprints is collusion, where several di#erently marked copies of the same content are combined to disrupt the underlying fingerprints. In this paper, we investigate the problem of designing fingerprints that can withstand collusion and allow for the identification of colluders. We begin by introducing the collusion problem for additive embedding. We then study the e#ect that averaging collusion has upon orthogonal modulation. We introduce an e#cient detection algorithm for identifying the fingerprints associated with K colluders that requires log(n/K)) correlations for a group of n users. We next develop a fingerprinting scheme based upon code modulation that does not require as many basis signals as orthogonal modulation. We propose a new class of codes, called anti-collusion codes (ACC), which have the property that the composition of any subset of K or fewer codevectors is unique. Using this property, we can therefore identify groups of K or fewer colluders. We present a construction of binary-valued ACC under the logical AND operation that uses the theory of combinatorial designs and is suitable for both the on-o# keying and antipodal form of binary code modulation. In order to accommodate n users, our code construction requires only # n) orthogonal signals for a given number of colluders. We introduce four di#erent detection strategies that can be used with our ACC for identifying a suspect set of colluders. We demonstrate th...
Analysis and Design of Watermarking Algorithms for Improved Resistance to Compression
- IEEE TRANSACTIONS ON IMAGE PROCESSING
, 2004
"... We study the performance of robust digital watermarking approaches in the presence of lossy compression by introducing practical analysis methodologies. Correlation expressions between the embedded watermark and the extracted watermark are derived to determine the optimal watermarking domain to maxi ..."
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Cited by 6 (0 self)
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We study the performance of robust digital watermarking approaches in the presence of lossy compression by introducing practical analysis methodologies. Correlation expressions between the embedded watermark and the extracted watermark are derived to determine the optimal watermarking domain to maximize data hiding rates for spread spectrum and quantization watermarking. It is determined both theoretically and through simulations that the embedding strategy, in addition to the transform used for lossy compression, dictate the optimal transform for watermarking. Through analytic comparisons, we develop a novel hybrid watermarking algorithm that exploits the best of both approaches for greater resilience to JPEG compression.
Attacks on Digital Watermarks
, 1999
"... Two methods for attacking watermarks in images and videos have been proposedinthispaper. The first attack is to remove robust watermarks by iterative block dropping and concealment. Our study suggests that the block size chosen by robust watermark embedding system should belarge enough to circumvent ..."
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Cited by 2 (0 self)
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Two methods for attacking watermarks in images and videos have been proposedinthispaper. The first attack is to remove robust watermarks by iterative block dropping and concealment. Our study suggests that the block size chosen by robust watermark embedding system should belarge enough to circumventing concealment based attacks. The second attacking methodistoforge valid watermarks for authentication systems basedonfragile-watermarking. Double watermarking is then proposedasonepossible countermeasure. 1. INTRODUCTION Anumber of methods have been proposed in recent years to embed watermarks in images for various applications. Awatermark can be robust or fragile, private or public. A robust watermark can survive common signal processing and simple attempts at removing or obliterating it. They are used primarily for ownership protection, copycontrol, or similar purposes. A fragile watermark will be significantly changed if the marked image has been altered. Such watermarks are used mainl...
Katsaggelos, “Joint sourcechannel coding for wireless object-based video communications utilizing data hiding
- IEEE Trans. Image Processing
"... Abstract—In recent years, joint source-channel coding for multimedia communications has gained increased popularity. However, very limited work has been conducted to address the problem of joint source-channel coding for object-based video. In this paper, we propose a data hiding scheme that improve ..."
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Cited by 1 (1 self)
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Abstract—In recent years, joint source-channel coding for multimedia communications has gained increased popularity. However, very limited work has been conducted to address the problem of joint source-channel coding for object-based video. In this paper, we propose a data hiding scheme that improves the error resilience of object-based video by adaptively embedding the shape and motion information into the texture data. Within a rate-distortion theoretical framework, the source coding, channel coding, data embedding, and decoder error concealment are jointly optimized based on knowledge of the transmission channel conditions. Our goal is to achieve the best video quality as expressed by the minimum total expected distortion. The optimization problem is solved using Lagrangian relaxation and dynamic programming. The performance of the proposed scheme is tested using simulations of a Rayleigh-fading wireless channel, and the algorithm is implemented based on the MPEG-4 verification model. Experimental results indicate that the proposed hybrid source-channel coding scheme significantly outperforms methods without data hiding or unequal error protection. Index Terms—Data embedding, data hiding, joint sourcechannel coding, MPEG-4 standard, object-based video, ratedistortion, unequal error protection (UEP), video coding, video communications, wireless channel. I.
A hybrid source-channel coding scheme for object based wireless video communications,” presented at the
- University
, 2004
"... Abstract-- In this paper, we study the joint sourcechannel coding of object-based video, and propose a data hiding scheme that improves the video error resilience by adaptively embedding the shape and motion information in the texture data. Within a rate-distortion theoretical framework, the source ..."
Abstract
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Cited by 1 (1 self)
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Abstract-- In this paper, we study the joint sourcechannel coding of object-based video, and propose a data hiding scheme that improves the video error resilience by adaptively embedding the shape and motion information in the texture data. Within a rate-distortion theoretical framework, the source coding, channel coding, data embedding, and decoder error concealment are jointly optimized based on the knowledge of transmission channel conditions. The problem is solved using Lagarangian relaxation and dynamic programming. Experimental results indicate that the proposed hybrid source-channel coding scheme significantly outperforms methods without data hiding or unequal error protection. I.
c ○ Springer Verlag. The copyright for this contribution is held by Springer Verlag. The original
"... publication is available at www.springerlink.com. Scalability evaluation of blind spread-spectrum image watermarking ..."
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publication is available at www.springerlink.com. Scalability evaluation of blind spread-spectrum image watermarking
1 Analysis and Design of Watermarking Algorithms for Improved Resistance to Compression
"... We study the performance of robust digital watermarking approaches in the presence of lossy compression by introducing practical analysis methodologies. Correlation expressions between the embedded watermark and the extracted watermark are derived to determine the optimal watermarking domain to maxi ..."
Abstract
- Add to MetaCart
We study the performance of robust digital watermarking approaches in the presence of lossy compression by introducing practical analysis methodologies. Correlation expressions between the embedded watermark and the extracted watermark are derived to determine the optimal watermarking domain to maximize data hiding rates for spread spectrum and quantization watermarking. It is determined both theoretically and through simulations that the embedding strategy in addition to the transform used for lossy compression dictate the optimal transform for watermarking. Through analytic comparisons, we develop a novel hybrid watermarking algorithm that exploits the best of both approaches for greater resilience to JPEG compression. I.

