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Multimedia Forensics

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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...

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Diğer Yazarlar: Sencar, Husrev Taha (Editör), Verdoliva, Luisa (Editör), Memon, Nasir (Editör)
Materyal Türü: Elektronik Kitap Bölümü
Dil:İngilizce
Baskı/Yayın Bilgisi: Singapore Springer Nature 2022
Seri Bilgileri:Advances in Computer Vision and Pattern Recognition
Konular:
Computer security
Image processing
Computer vision
Imaging systems & technology
Machine learning
Media Forensics
Digital Image Forensics
Video Forensics
Sensor Noise (PRNU)
Deepfakes
Digital Integrity
Video Tampering Detection
Image Tampering Detection
ENF
Counter-Forensics
Online Erişim:DOAB: download the publication
DOAB: description of the publication
Etiketler: Etiketle
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Diğer Bilgiler
Özet: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.
Fiziksel Özellikler:1 electronic resource (490 p.)
ISBN:978-981-16-7621-5
9789811676215
Erişim:Open Access

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