Data Hiding for Information Security : Content Security in Digital Multimedia - Mahalingham Ramkumar

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Data Hiding for Information Security

Content Security in Digital Multimedia

By: Mahalingham Ramkumar

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Hardcover | 20 August 2004

At a Glance

Hardcover
272 Pages

Dimensions(cm)
22.86 x 15.24 x 1.6

Hardcover

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Multimedia technologies are becoming more sophisticated, enabling the Internet to accommodate a rapidly growing audience with a full range of services and efficient delivery methods. Although the Internet now puts communication, education, commerce and socialization at our finger tips, its rapid growth has raised some weighty security concerns with respect to multimedia content. The owners of this content face enormous challenges in safeguarding their intellectual property, while still exploiting the Internet as an important resource for commerce.

Data Hiding Fundamentals and Applications focuses on the theory and state-of-the-art applications of content security and data hiding in digital multimedia. One of the pillars of content security solutions is the imperceptible insertion of information into multimedia data for security purposes; the idea is that this inserted information will allow detection of unauthorized usage.

Provides a theoretical framework for data hiding, in a signal processing context
Realistic applications in secure, multimedia delivery
Compression robust data hiding
Data hiding for proof of ownership--WATERMARKING
Data hiding algorithms for image and video watermarking

Industry Reviews

" ... this book is recommended to computer programming professionals, technical intelligence personnel, and select students in the hard sciences. It is also recommended to data-hiding professionals who wish to expand or refresh their skills in this vital and rapidly expanding field." - Dan Bergevin of Catfield International, Security Management "This is a readable book and of importance to those with a special interest in the growing number of multimediea technologies now being applied to the internet services. Cyberneticians and systemists will find the book of interest and those who are directly involved with these online activities need to read it." - D.M. Hutton, Kybernetes, Volume 34, Issue 7+8, 2005 "With Data Hiding Fundamentals and Applications, the three authors seek to fill a broad gap in the literature of digital multimedia security. Steganography, the art of hiding information in multimedia content, is discussed in meticulous detail in various contexts. But if you don't savor complex equations and block diagrams, this book isn't for you... Because of its high level of information, this book is recommended to computer programming professionals, technical intelligence personnel, and select students in the hard sciences. It is also recommended to data-hiding professionals who wish to expand or refresh their skills in this vital and rapidly expanding field."--Security Management

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Security Data Encryption Engineering & Technology Energy Technology & Engineering Electrical Engineering Digital Lifestyle & Online World: Consumer & User Guides Internet Guides & Online Services Computer Programming & Software Development Software Engineering Graphical & Digital Media Applications

Preface	p. xiii
Introduction
What Is Data Hiding?	p. 1
Forms of Data Hiding	p. 2
Relative Importance of Cover Signals	p. 3
Nature of Content	p. 4
Oblivious and Nonoblivious	p. 4
Synchronous and Asynchronous	p. 4
Active and Passive Wardens	p. 5
Properties of Steganographic Communications	p. 5
Multimedia Data Hiding	p. 6
The Steganographic Channel	p. 8
Frameworks for Data Hiding
Signal Processing Framework	p. 14
Data Hiding from a Communications Perspective	p. 15
Relationship Between Communications and Signal Processing Frameworks	p. 17
A Review of Data Hiding Methods	p. 20
Communication with Side Information and Data Hiding
Costa's Framework	p. 27
A Framework Based on Channel Adaptive Encoding and Channel Independent Decoding	p. 30
Highlights of the CAE-CID Framework	p. 34
On the Duality of Communications and Data Hiding Frameworks	p. 35
Codebook Generation for Data Hiding Methods	p. 40
Type I (Linear) Data Hiding
Linear Data Hiding in Transform Domain	p. 50
Problem Statement	p. 51
Capacity of Additive Noise Channels	p. 52
Modeling Channel Noise	p. 58
Modeling Image Noise	p. 59
Modeling Processing Noise	p. 59
Visual Threshold	p. 61
Channel Capacity vs. Choice of Transform	p. 63
Some Capacity Results and Discussions	p. 66
The Ideal Decomposition	p. 74
Factors Influencing Choice of Transform	p. 76
Type II and Type III (Nonlinear) Data Hiding Methods
Type II Embedding and Detection	p. 79
Type III Embedding and Detection Methods	p. 83
Postprocessing Types	p. 85
Vectoral Embedding and Detection	p. 86
Scalar Embedding and Detection	p. 87
Forms of Demodulation	p. 87
Minimum Distance Decoding	p. 88
Maximum Correlation Rule	p. 90
Optimization Criteria for Embedding and Detection Parameters	p. 91
Optimization of Parameters for Vectoral Embedding and Detection	p. 91
Optimization of Parameters for Scalar Embedding and Detection	p. 92
Maximizing Correlation	p. 95
Minimizing Probability of Error	p. 96
Maximizing Mutual Information	p. 98
Performance Comparisons	p. 98
Advanced Implementations
Spread Transforming	p. 108
Multiple Codebook Data Hiding	p. 113
A Channel Model for Multiple Codebook Data Hiding	p. 119
Single Codebook Data Hiding Based on the Maximum Correlation Criterion	p. 125
Distribution of [rho subscript ind]	p. 127
Distribution of [rho subscript dep]	p. 128
Multiple Codebook Data Hiding Using the Maximum Correlation Criterion	p. 130
Distribution of [rho superscript i subscript m,j]	p. 132
Distribution of [rho subscript max]	p. 133
Single Codebook Hiding Using the Minimum Distance Criterion	p. 134
Distribution of d[subscript ind]	p. 135
Distribution of d[subscript dep]	p. 136
Multiple Codebook Hiding Using the Minimum Distance Criterion	p. 137
Distribution of d[superscript i subscript m,j]	p. 139
Distribution of d[subscript min]	p. 139
Comparisons	p. 139
Implementation and Simulation Results	p. 147
Major Design Issues
DFT-Based Signaling	p. 154
Conventional Signaling	p. 154
FFT-Based Signaling	p. 155
Cyclic All-Pass Sequences	p. 155
Signal Constellation	p. 157
Redundant Signaling	p. 158
Synchronization	p. 160
Autocorrelation for Restoring the Cropped Signal	p. 162
Practical Concerns	p. 165
Watermark Signal Design	p. 165
Cyclic Autocorrelation	p. 165
Synchronization	p. 167
Results	p. 167
Perceptual Constraints	p. 170
Attacks on Data Hiding Systems	p. 172
Removal Attacks	p. 173
Blind Attacks	p. 173
Estimation Attacks	p. 174
Desynchronization Attacks	p. 175
Geometric Attacks	p. 175
Mosaic Attack	p. 175
Template and Periodicity Removal	p. 175
Security/Cryptographic Attacks	p. 176
Protocol Attacks	p. 176
Invertible Watermarks	p. 176
Copy Attack	p. 176
Future Direction in Attack Design	p. 176
Data Hiding Applications
Design of Data Hiding Methods Robust to Lossy Compression	p. 179
Data Hiding for Secure Multimedia Delivery	p. 180
Compression and Data Hiding	p. 182
Data Hiding with Known Compression	p. 183
Simultaneous Robustness to Multiple Compression Techniques	p. 185
Robustness to Unknown Compression Methods	p. 187
Utilizing the "Hole" in Compression Techniques	p. 187
The Data Hiding Scheme	p. 191
Type III Hiding for Lossy Compression	p. 194
Joint Embedding and Compression	p. 195
Results for JPEG Compression	p. 197
Watermarking for Ownership	p. 199
Counterfeit Attacks on Watermarks	p. 201
Freedom in Choosing	p. 202
Detection Statistic	p. 203
Fake Originals	p. 205
Multiple Watermarks	p. 205
Watermarking Algorithms	p. 206
Overcoming Attacks on Watermarks	p. 207
Restrictions on Choice of Signature	p. 209
Attacking Scheme III (Craver's Protocol)	p. 210
Quasi-Oblivious Watermarking	p. 211
Detection Statistic for Quasi-Oblivious Watermarking	p. 213
Suggested Protocol	p. 214
An Example of a Watermarking Scheme	p. 216
CAE-CID Framework under Varying Channel Noise	p. 221
Statistics of [rho subscript dep vertical bar]P and d[subscript dep vertical bar]P	p. 223
Mathematical Proofs
Proof of Eq. (7.7)	p. 229
Proof of Eq. (7.10)	p. 230
Bibliography	p. 231
Index	p. 239
Table of Contents provided by Ingram. All Rights Reserved.

Data Hiding for Information Security

Content Security in Digital Multimedia

At a Glance

Hardcover

Industry Reviews

Shipping

How to return your order

Defective items

You Can Find This Book In

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