Elsevier S & T

Digital Watermarking and Steganography

Cox, Ingemar; Miller, Matthew; Bloom, Jeffrey; Fridrich, Jessica; Kalker, Ton

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Table of contents
  • Contentsvii
  • Preface to the First Editionxv
  • Preface to the Second Editionxix
  • Example Watermarking Systemsxxi
  • Chapter 1. Introduction1
  • 1.1 Information Hiding, Steganography, and Watermarking4
  • 1.2 History of Watermarking6
  • 1.3 History of Steganography9
  • 1.4 Importance of Digital Watermarking11
  • 1.5 Importance of Steganography12
  • Chapter 2. Applications and Properties15
  • 2.1 Applications of Watermarking16
  • 2.2 Applications of Steganography34
  • 2.3 Properties of Watermarking Systems36
  • 2.4 Evaluating Watermarking Systems46
  • 2.5 Properties of Steganographic and Steganalysis Systems49
  • 2.6 Evaluating and Testing Steganographic Systems55
  • 2.7 Summary56
  • Chapter 3. Models of Watermarking61
  • 3.1 Notation62
  • 3.2 Communications63
  • 3.3 Communication-Based Models of Watermarking67
  • 3.4 Geometric Models of Watermarking80
  • 3.5 Modeling Watermark Detection by Correlation95
  • 3.6 Summary102
  • Chapter 4. Basic Message Coding105
  • 4.1 Mapping Messages into Message Vectors106
  • 4.2 Error Correction Coding117
  • 4.3 Detecting Multisymbol Watermarks124
  • 4.4 Summary134
  • Chapter 5. Watermarking with Side Information137
  • 5.1 Informed Embedding139
  • 5.2 Watermarking Using Side Information153
  • 5.3 Dirty-Paper Codes164
  • 5.4 Summary181
  • Chapter 6. Practical Dirty-Paper Codes183
  • 6.1 Practical Considerations for Dirty-Paper Codes183
  • 6.2 Broad Approaches to Dirty-Paper Code Design188
  • 6.3 Implementing DM with A Simple Lattice Code189
  • 6.4 Typical Tricks in Implementing Lattice Codes194
  • 6.5 Coding with Better Lattices197
  • 6.6 Making Lattice Codes Survive Valumetric Scaling204
  • 6.7 Dirty-Paper Trellis Codes208
  • 6.8 Summary212
  • Chapter 7. Analyzing Errors213
  • 7.1 Message Errors214
  • 7.2 False Positive Errors218
  • 7.3 False Negative Errors225
  • 7.4 ROC Curves228
  • 7.5 The Effect of Whitening on Error Rates232
  • 7.6 Analysis of Normalized Correlation239
  • 7.7 Summary252
  • Chapter 8. Using Perceptual Models255
  • 8.1 Evaluating Perceptual Impact of Watermarks255
  • 8.2 General Form of A Perceptual Model263
  • 8.3 Two Examples of Perceptual Models269
  • 8.4 Perceptually Adaptive Watermarking277
  • 8.5 Summary295
  • Chapter 9. Robust Watermarking297
  • 9.1 Approaches298
  • 9.2 Robustness to Valumetric Distortions308
  • 9.3 Robustness to Temporal and Geometric Distortions325
  • 9.4 Summary332
  • Chapter 10. Watermark Security335
  • 10.1 Security Requirements335
  • 10.2 Watermark Security and Cryptography348
  • 10.3 Some Significant Known Attacks358
  • 10.4 Summary373
  • Chapter 11. Content Authentication375
  • 11.1 Exact Authentication377
  • 11.2 Selective Authentication395
  • 11.3 Localization410
  • 11.4 Restoration419
  • 11.5 Summary422
  • Chapter 12. Steganography425
  • 12.1 Steganographic Communication427
  • 12.2 Notation and Terminology433
  • 12.3 Information-Theoretic Foundations of Steganography433
  • 12.4 Practical Steganographic Methods439
  • 12.5 Minimizing the Embedding Impact449
  • 12.6 Summary467
  • Chapter 13. Steganalysis469
  • 13.1 Steganalysis Scenarios469
  • 13.2 Some Significant Steganalysis Algorithms477
  • 13.3 Summary494
  • Appendix A. Background ConceptsA1
  • A.1 Information TheoryA1
  • A.2 Coding TheoryA7
  • A.3 CryptographyA9
  • Appendix B. Selected Theoretical ResultsA15
  • B.1 Information-Theoretic Analysis of Secure Watermarking (Moulin and O’Sullivan)A15
  • B.2 Error Probabilities Using Normalized Correlation Detectors (Miller and Bloom)A21
  • B.3 Effect of Quantization Noise on Watermarks (Eggers and Girod)A26
  • Appendix C. Notation and Common VariablesA33
  • C.1 Variable Naming ConventionsA33
  • C.2 OperatorsA34
  • C.3 Common Variable NamesA34
  • C.4 Common FunctionsA36
  • Glossary533
  • References549
  • Index575
  • About the Authors591
Book details
  • Vendor Elsevier S & T
  • SKU 9780123725851
  • ISBN-13 9780080555805
  • Author Cox, Ingemar; Miller, Matthew; Bloom, Jeffrey; Fridrich, Jessica; Kalker, Ton
  • Edition 2nd
  • Category Computers
  • Subject Security

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Digital audio, video, images, and documents are flying through cyberspace to their respective owners. Unfortunately, along the way, individuals may choose to intervene and take this content for themselves. Digital watermarking and steganography technology greatly reduces the instances of this by limiting or eliminating the ability of third parties to decipher the content that he has taken. The many techiniques of digital watermarking (embedding a code) and steganography (hiding information) continue to evolve as applications that necessitate them do the same. The authors of this second edition provide an update on the framework for applying these techniques that they provided researchers and professionals in the first well-received edition. Steganography and steganalysis (the art of detecting hidden information) have been added to a robust treatment of digital watermarking, as many in each field research and deal with the other. New material includes watermarking with side information, QIM, and dirty-paper codes. The revision and inclusion of new material by these influential authors has created a must-own book for anyone in this profession.

*This new edition now contains essential information on steganalysis and steganography
*New concepts and new applications including QIM introduced
*Digital watermark embedding is given a complete update with new processes and applications