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Machine Learning in Image Steganalysis

Machine Learning in Image Steganalysis

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IEEE Press

Machine Learning in Image Steganalysis

Hans Georg Schaathun

Science / Waves & Wave Mechanics

Steganography is the art of communicating a secret message, hiding the very existence of a secret message. This book is an introduction to steganalysis as part of the wider trend of multimedia forensics, as well as a practical tutorial on machine learning in this context. It looks at a wide range of feature vectors proposed for steganalysis with performance tests and comparisons. Python programs and algorithms are provided to allow readers to modify and reproduce outcomes discussed in the book.

Hans Georg Schaathun, Department of Computing, University of Surrey, UK
Dr Schaathun was previously a lecturer in coding and cryptography at the University of Bergen. Since February 2006, he has been a lecturer at the University of Surrey, UK, belonging to the research group in Digital Watermarking and Multimedia Security. His main research areas are applications of coding theory in information hiding, and machine learning techniques in steganalysis. He teaches Computer Security and Steganography at MSc level, and Functional Programming Techniques at u/g level. Dr Scaathun has published more than 35 international, peer-reviewed articles, and is an associate editor of EURASIP Journal of Information Security.


Publication Date: 11 October 2012
Publisher: Wiley
Imprint: Wiley-IEEE Press
ISBN-13: 9780470663059
Format: Hardback
Page Count: 304
Weight (oz): 20.64

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