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Présentation Multimedia Forensics Format Relié
- Livre Informatique
Résumé :
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.
Biographie: Husrev Taha Sencar is a principal scientist with the cyber-security group of the Qatar Computing Research Institute, HBKU, and an associate professor at Computer Eng. Department of TOBB University, Ankara, Turkey. Between 2012 and 2015, he served as the director of the New York University Abu Dhabi's Center for Cyber-Security in UAE. He published more than 90 articles on topics related to digital forensics, information hiding, and biometrics. He was the technical program chair for the 2016 IEEE Workshop on Information Forensics and Security. He served in the PC of several conferences with a focus on digital forensics, such as WIFS, IS&T MWSF, ICME, EUSIPCO. He also served on the editorial board of IEEE Transactions on Information Forensics and Security and continues to serve on the board of IEEE Transactions on Image Processing. His research has primarily focused on building and implementing advanced forensic capabilities that relate to extraction, search and organization, attribution, and authentication of digital evidence.
Sommaire:
What's In This Book and Why?.- Media Forensics in the Age of Disinformation.- Computational Imaging.- Sensor Fingerprints: Camera Identification and Beyond.- Source Camera Attribution from Videos.- Source Camera Model Identification.- GAN Fingerprints in Face Image Synthesis.- Physical Integrity.
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