ENGLISH

Frontiers in Fake Media Generation and Detection (Studies in Autonomic, Data-driven and Industrial Computing)

By Mahdi Khosravy (editor) , Isao Echizen (editor) , Noboru Babaguchi (editor)

Book information

Publisher
Springer
Year
2022
ISBN
9811915237, 9789811915239
Language
english
Format
PDF
Filesize
8 MB (8597743 bytes)
Pages
289\278
Time added
2024-04-07 12:15:55

Description

The book presents recent advances in the generation and detection of fake multimedia. It also presents some frontiers in defensive techniques in front of skillfully cloned media. The ultimate purpose of the research direction presented by this book is to build up a trustworthy media network benefited by an iron dome in front of media clones’ attacks. The book focusses on (1) applications of deep generative models in the generation of fake multimedia, and (2) cyber-defensive and detective techniques in front of cyberattacks. The book is composed of three parts: (i) introduction, (ii) fake media generation, and (iii) fake media detection.

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