03568nam 22006373u 450 991055848540332120250628110052.0981-16-7621-6(CKB)5460000000187835EBL6944947(OCoLC)1308977816(AU-PeEL)EBL6944947(MiAaPQ)EBC6944947(oapen)https://directory.doabooks.org/handle/20.500.12854/81636(PPN)262168006(ODN)ODN0010072091(Au-PeEL)EBL6944947(oapen)doab81636(EXLCZ)99546000000018783520250630d2022 uy 0engur|n|---|||||txtrdacontentcrdamediacrrdacarrierMultimedia forensics /editors, Husrev T. Sencar, Luisa Verdoliva, Nasir D. Memon1st ed.Singapore Springer20221 online resource (xii, 490 pages) illustrations (some color)Advances in computer vision and pattern recognitionDescription based upon print version of record.981-16-7620-8 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 IntegrityThis book is an 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 fieldAdvances in computer vision and pattern recognitionDigital forensic scienceMultimedia systemsCriminalísticathubSistemes multimèdiathubLlibres electrònicsthubDigital forensic science.Multimedia systems.CriminalísticaSistemes multimèdiaCOM004000COM012000COM016000COM053000TEC008000bisacshSencar Husrev TahaedtSencar Husrev T1058664Verdoliva Luisa1239632Memon Nasir D1058665AU-PeELAU-PeELAU-PeELBOOK9910558485403321Multimedia forensics2914962UNINA