Frontiers in fake media generation and detection

Frontiers in fake media generation and detection / Mahdi Khosravy, Isao Echizen, Noboru Babaguchi, editors.

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 benefite...

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Bibliographic Details
Other Authors: Khosravy, Mahdi (Editor), Echizen, Isao (Editor), Babaguchi, Noboru (Editor)
Format: eBook
Language:English
Published: Singapore : Springer, 2022.
Series:Studies in autonomic, data-driven and industrial computing,
Subjects:
Fake news.
Computational intelligence.
Computational intelligence
Fake news
Online Access:Click for online access
Description
Summary: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.
Physical Description:1 online resource (xvi, 273 pages) : illustrations (some color).
Bibliography:Includes bibliographical references.
ISBN:9789811915246
9811915245
ISSN:2730-6445
Source of Description, Etc. Note:Online resource; title from PDF title page (SpringerLink, viewed June 2, 2022).

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