Multimedia Forensics
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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| Formato: | Online |
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| Idioma: | inglês |
| Publicado em: |
Springer Nature
2022
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| Assuntos: | |
| Acesso em linha: | ONIX_20220413_9789811676215_38 |
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| _version_ | 1869527480834981888 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-81636 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-816362025-07-30T11:55:42Z Multimedia Forensics Sencar, Husrev Taha Verdoliva, Luisa Memon, Nasir Media Forensics Digital Image Forensics Video Forensics Sensor Noise (PRNU) Deepfakes Digital Integrity Video Tampering Detection Image Tampering Detection ENF Counter-Forensics thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning 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. 2022-05-13T12:28:40Z 2022-05-13T12:28:40Z 2022-04-13T15:09:23Z 2022 book ONIX_20220413_9789811676215_38 OCN: 1308977816 https://library.oapen.org/handle/20.500.12657/54043 9789811676215 https://directory.doabooks.org/handle/20.500.12854/81636 eng Advances in Computer Vision and Pattern Recognition open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/54043/1/978-981-16-7621-5.pdf https://library.oapen.org/bitstream/20.500.12657/54043/1/978-981-16-7621-5.pdf https://library.oapen.org/bitstream/20.500.12657/54043/1/978-981-16-7621-5.pdf Springer Nature Springer Singapore 10.1007/978-981-16-7621-5 10.1007/978-981-16-7621-5 9fa3421d-f917-4153-b9ab-fc337c396b5a 9789811676215 Springer Singapore 490 Singapore open access |
| spellingShingle | Media Forensics Digital Image Forensics Video Forensics Sensor Noise (PRNU) Deepfakes Digital Integrity Video Tampering Detection Image Tampering Detection ENF Counter-Forensics thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning Multimedia Forensics |
| title | Multimedia Forensics |
| title_full | Multimedia Forensics |
| title_fullStr | Multimedia Forensics |
| title_full_unstemmed | Multimedia Forensics |
| title_short | Multimedia Forensics |
| title_sort | multimedia forensics |
| topic | Media Forensics Digital Image Forensics Video Forensics Sensor Noise (PRNU) Deepfakes Digital Integrity Video Tampering Detection Image Tampering Detection ENF Counter-Forensics thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning |
| topic_facet | Media Forensics Digital Image Forensics Video Forensics Sensor Noise (PRNU) Deepfakes Digital Integrity Video Tampering Detection Image Tampering Detection ENF Counter-Forensics thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning |
| url | ONIX_20220413_9789811676215_38 |