Multimedia Forensics

The relevance of media forensics has increased due to the growth of media content and its integration into various sectors of society. Advances in deep learning and computational imaging have contributed to this trend, but they also pose challenges in establishing trust in media content. This book provides a comprehensive review of state-of-the-art forensics capabilities related to media attribution, integrity and authenticity verification, and counter forensics, aimed at practitioners, researchers, photo and video enthusiasts, and students.

Format: Hardback
Length: 490 pages
Publication date: 02 April 2022
Publisher: Springer Verlag, Singapore

The significance of media forensics has surged in modern society, with media content playing a pivotal role in the vast amount of data traversing the internet and becoming the preferred communication medium for most individuals. Moreover, it has seamlessly integrated into various innovative applications across diverse sectors, ranging from entertainment to journalism to politics. The remarkable advancements in deep learning and computational imaging have undoubtedly played a significant role in this phenomenon. However, these same technologies also present a formidable challenge in establishing trust in the visual, auditory, and textual information we encounter.

In this evolving threat landscape, propelled by cutting-edge imaging technologies and sophisticated tools, such as autoencoders and generative adversarial networks, this book emerges as a vital resource. It offers a comprehensive examination of state-of-the-art forensics capabilities related to media attribution, integrity and authenticity verification, and counter forensics. The content is meticulously crafted to provide practitioners, researchers, photo and video enthusiasts, and students with a comprehensive understanding of the field.

The importance of media forensics cannot be overstated, as it plays a crucial role in safeguarding the integrity of information, combating misinformation, and preserving the truth. By delving into the latest techniques and technologies, this book equips readers with the knowledge and tools necessary to navigate the complex landscape of media forensics and contribute to the preservation of a trustworthy and informed digital ecosystem.

Weight: 916g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811676208
Edition number: 1st ed. 2022