Multimedia Forensics (1st ed. 2022) (Paperback)
 
作者: Husrev Taha Sencar, Luisa Verdoliva, Nasir Memon 
系列: Advances in Computer Vision and Pattern Recognitio
分類: Imaging systems & technology ,
Computer security ,
Network security ,
Machine learning ,
Computer vision ,
Signal processing ,
Image processing  
書城編號: 24278393


售價: $500.00

購買後立即進貨, 約需 18-25 天

 
 
出版社: Springer Verlag, Singapore
出版日期: 2022/01/23
頁數: 515
尺寸: 235 x 155 mm
ISBN: 9789811676239

商品簡介


This book is open access. Media forensics has never been more relevant to societal life. Not only media content represents an ever-increasing share of the data traveling on the net and the preferred communications means for most users, it has also become integral part of most innovative applications in the digital information ecosystem that serves various sectors of society, from the entertainment, to journalism, to politics. Undoubtedly, the advances in deep learning and computational imaging contributed significantly to this outcome. The underlying technologies that drive this trend, however, also pose a profound challenge in establishing trust in what we see, hear, and read, and make media content the preferred target of malicious attacks.

In this new threat landscape powered by innovative imaging technologies and sophisticated tools, based on autoencoders and generative adversarial networks, this book fills an important gap. It presents a comprehensive review of state-of-the-art forensics capabilities that relate to media attribution, integrity and authenticity verification, and counter forensics. Its content is developed to provide practitioners, researchers, photo and video enthusiasts, and students a holistic view of the field.


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