Handbook Of Research On Advanced Practical Approaches To Deepfake Detection And Applications

Author : Obaid, Ahmed J.
Publisher : IGI Global
ISBN 13 : 1668460629
Total Pages : 409 pages
Book Rating : 4.27/5 ( download)

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Download or read book Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications written by Obaid, Ahmed J. and published by IGI Global. This book was released on 2023-01-03 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, falsification and digital modification of video clips, images, as well as textual contents have become widespread and numerous, especially when deepfake technologies are adopted in many sources. Due to adopted deepfake techniques, a lot of content currently cannot be recognized from its original sources. As a result, the field of study previously devoted to general multimedia forensics has been revived. The Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications discusses the recent techniques and applications of illustration, generation, and detection of deepfake content in multimedia. It introduces the techniques and gives an overview of deepfake applications, types of deepfakes, the algorithms and applications used in deepfakes, recent challenges and problems, and practical applications to identify, generate, and detect deepfakes. Covering topics such as anomaly detection, intrusion detection, and security enhancement, this major reference work is a comprehensive resource for cyber security specialists, government officials, law enforcement, business leaders, students and faculty of higher education, librarians, researchers, and academicians.

Author : Loveleen Gaur
Publisher : CRC Press
ISBN 13 : 1000649482
Total Pages : 151 pages
Book Rating : 4.82/5 ( download)

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Download or read book DeepFakes written by Loveleen Gaur and published by CRC Press. This book was released on 2022-09-08 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deepfakes is a synthetic media that leverage powerful Artificial Intelligence (AI) and machine learning (ML) techniques to generate fake visual and audio content that are extremely realistic, thus making it very hard for a human to distinguish from the original ones. Apart from technological introduction to the Deepfakes concept, the book details algorithms to detect Deepfakes, techniques for identifying manipulated content and identifying face swap, generative adversarial neural networks, media forensic techniques, deep learning architectures, forensic analysis of DeepFakes and so forth. Provides a technical introduction to DeepFakes, its benefits, and the potential harms Presents practical approaches of creation and detection of DeepFakes using Deep Learning (DL) Techniques Draws attention towards various challenging issues and societal impact of DeepFakes with their existing solutions Includes research analysis in the domain of DL fakes for assisting the creation and detection of DeepFakes applications Discusses future research directions with emergence of DeepFakes technology This book is aimed at graduate students, researchers and professionals in data science, artificial intelligence, computer vision, and machine learning.

Author : Christian Rathgeb
Publisher : Springer Nature
ISBN 13 : 3030876640
Total Pages : 487 pages
Book Rating : 4.47/5 ( download)

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Download or read book Handbook of Digital Face Manipulation and Detection written by Christian Rathgeb and published by Springer Nature. This book was released on 2022-01-31 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. It combines the research fields of biometrics and media forensics including contributions from academia and industry. Appealing to a broad readership, introductory chapters provide a comprehensive overview of the topic, which address readers wishing to gain a brief overview of the state-of-the-art. Subsequent chapters, which delve deeper into various research challenges, are oriented towards advanced readers. Moreover, the book provides a good starting point for young researchers as well as a reference guide pointing at further literature. Hence, the primary readership is academic institutions and industry currently involved in digital face manipulation and detection. The book could easily be used as a recommended text for courses in image processing, machine learning, media forensics, biometrics, and the general security area.

Author : Nidhi Sindhwani
Publisher : CRC Press
ISBN 13 : 1040030203
Total Pages : 229 pages
Book Rating : 4.02/5 ( download)

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Download or read book Smart Technologies in Healthcare Management written by Nidhi Sindhwani and published by CRC Press. This book was released on 2024-06-28 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering a holistic view of the pioneering trends and innovations in smart healthcare management, this book focuses on the methodologies, frameworks, design issues, tools, architectures, and technologies necessary to develop and understand intelligent healthcare systems and emerging applications in the present era. Smart Technologies in Healthcare Management: Pioneering Trends and Applications provides an overview of various technical and innovative aspects, challenges, and issues in smart healthcare, along with recent and novel findings. It highlights the latest advancements and applications in the field of intelligent systems and explores the importance of cloud computing and the design of sensors in an IoT system. The book offers algorithms and a framework with models in machine learning and AI for smart healthcare management. A detailed flow chart and innovative and modified methodologies related to intelligent computing in healthcare are discussed, as well as real-world-based examples so that readers can compare technical concepts with daily life concepts. This book will be a useful reference for academicians and the healthcare industry, along with professionals interested in exploring innovations in varied applicational areas of AI, IoT, and machine learning. Researchers, startup companies, and entrepreneurs will also find this book of interest.

Author : Smerda-Mason, Dana L.
Publisher : IGI Global
ISBN 13 :
Total Pages : 306 pages
Book Rating : 4.27/5 ( download)

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Download or read book Utilizing Virtual Communities in Professional Practice written by Smerda-Mason, Dana L. and published by IGI Global. This book was released on 2024-07-23 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an era dominated by the demands of the 21st-century workforce, the imperative for distributed and asynchronous work has never been more pronounced. Global organizations grapple with the challenge of fostering connections for diverse purposes, ranging from team building to promoting inclusivity in the context of diversity, equity, and inclusion (DEI), and addressing collaborative operational needs. A deep dive into the creation and utilization of virtual communities, illuminating their effectiveness in various professional settings across industries is necessary to empower leaders to connect with their teams. From informal social learning environments to formal organizational structures, more knowledge is needed to showcase how professionals can leverage authentic connections to inform and support modern professional practice. Utilizing Virtual Communities in Professional Practice serves this purpose and stands as a comprehensive guide that seeks to support professionals in exploring the latest theoretical frameworks underpinning successful virtual communities. Each chapter of the book combines theoretical insights with practical applications, rooted in research and supported by relevant literature. By providing examples from diverse industries, the book empowers individuals to consider new virtual community approaches for their unique professional settings. The objective is to equip readers with new ideas and considerations, enabling them to customize and implement virtual communities effectively in realms such as education, business, and community engagement.

Author : Gürkan, Hasan
Publisher : IGI Global
ISBN 13 :
Total Pages : 432 pages
Book Rating : 4.74/5 ( download)

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Download or read book Transformed Communication Codes in the Mediated World: A Contemporary Perspective written by Gürkan, Hasan and published by IGI Global. This book was released on 2023-12-18 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transformed Communication Codes in the Mediated World: A Contemporary Perspective offers a comprehensive exploration of the profound shifts in communication practices catalyzed by the global COVID-19 pandemic. This book serves as an essential compendium of research, shedding light on the multifaceted implications of these changes across various domains. In the wake of the COVID-19 outbreak, communication paradigms underwent an unprecedented transformation, birthing an urgent need for rigorous research and analysis. The book offers a multidimensional lens to explore this transformative period. It delves into the immediate effects of COVID-19 on communication practices, unraveling how platforms like WhatsApp influenced employee efficiency and how medical professionals navigated delicate conversations with patients in the pandemic's aftermath. It also shifts the spotlight onto the evolving media landscape, dissecting changes in film production, advertising campaigns, and the very nature of media itself. As a vital resource for educators, scholars, and students, it offers a repository of case studies, theoretical insights, and practical implications. From examining communication practices within the pandemic era to exploring novel media dynamics, this book casts a wide net, capturing the essence of an era marked by unprecedented global change.

Author : Kalorth, Nithin
Publisher : IGI Global
ISBN 13 :
Total Pages : 318 pages
Book Rating : 4.80/5 ( download)

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Download or read book The Rise of Over-the-Top (OTT) Media and Implications for Media Consumption and Production written by Kalorth, Nithin and published by IGI Global. This book was released on 2024-01-24 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid increase in popularity of major streaming services is having a massive impact on more traditional media outlets. Over-the-Top (OTT) Media is the term given to these types of services, which bypass the traditional media sources through an internet connection. How will OTT media force traditional forms of media to adjust and adapt in order to remain relevant? The Rise of Over-the-Top (OTT) Media and Implications for Media Consumption and Production is a timely edited volume that delves into the transformative emergence of Over-the-Top (OTT) media, which is reshaping the landscape of media consumption and production. The book traces the historical roots of OTT media, establishing a contextual understanding of its rapid rise and impact on the industry. Analyzing the complex web of business models and revenue streams in the OTT industry, the publication sheds light on the competitive dynamics, the entry of new players, and the subsequent effects on traditional media companies. It offers a fresh perspective, recognizing OTT media as a distinct and transformative medium, different from conventional film and television studies. Navigating the myriad aspects of OTT media, the book examines market trends and dynamics, showcasing the intricate technological infrastructure of OTT services, encompassing platforms, devices, and delivery methods. Engaging with contemporary issues, the book investigates the intersections of OTT media with news, entertainment, advertising, marketing, and the global south, fostering a holistic understanding of its far-reaching impact. As an essential reference for scholars, researchers, and media professionals, this book not only helps unravel the complexities of this rapidly evolving medium but also equips its readers with valuable insights to navigate the dynamic digital media landscape.

Author : Hai-Jew, Shalin
Publisher : IGI Global
ISBN 13 :
Total Pages : 285 pages
Book Rating : 4.83/5 ( download)

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Download or read book Computational Practices and Applications for Digital Art and Crafting written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2024-07-17 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the current technology age, individuals and organizations need to utilize digital tools and resources to foster innovation and effectively address challenges. However, the realm of digital art and crafting is complex, and it requires a deep understanding of the tools and techniques and the social and economic factors that influence these practices. Computational Practices and Applications for Digital Art and Crafting is a comprehensive guide that offers a roadmap for digital makers and educators to navigate this dynamic field. This book covers various topics, from standard digital art practices to generative AI in art making. It provides practical guidance for digital makers, teachers, and managers of maker spaces, helping them to enhance their skills and stay relevant in the ever-changing digital landscape.

Author : Mahana, Sumit Kumar
Publisher : IGI Global
ISBN 13 : 1668468654
Total Pages : 318 pages
Book Rating : 4.54/5 ( download)

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Download or read book Examining Multimedia Forensics and Content Integrity written by Mahana, Sumit Kumar and published by IGI Global. This book was released on 2023-05-31 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the ubiquity of social media and digital information, the use of digital images in today’s digitized marketplace is continuously rising throughout enterprises. Organizations that want to offer their content through the internet confront plenty of security concerns, including copyright violation. Advanced solutions for the security and privacy of digital data are continually being developed, yet there is a lack of current research in this area. Examining Multimedia Forensics and Content Integrity features a collection of innovative research on the approaches and applications of current techniques for the privacy and security of multimedia and their secure transportation. It provides relevant theoretical frameworks and the latest empirical research findings in the area of multimedia forensics and content integrity. Covering topics such as 3D data security, copyright protection, and watermarking, this major reference work is a comprehensive resource for security analysts, programmers, technology developers, IT professionals, students and educators of higher education, librarians, researchers, and academicians.

Author : Shrivastava, Gulshan
Publisher : IGI Global
ISBN 13 : 1522541012
Total Pages : 509 pages
Book Rating : 4.11/5 ( download)

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Download or read book Handbook of Research on Network Forensics and Analysis Techniques written by Shrivastava, Gulshan and published by IGI Global. This book was released on 2018-04-06 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid advancement in technology, myriad new threats have emerged in online environments. The broad spectrum of these digital risks requires new and innovative methods for protection against cybercrimes. The Handbook of Research on Network Forensics and Analysis Techniques is a current research publication that examines the advancements and growth of forensic research from a relatively obscure tradecraft to an important part of many investigations. Featuring coverage on a broad range of topics including cryptocurrency, hand-based biometrics, and cyberterrorism, this publication is geared toward professionals, computer forensics practitioners, engineers, researchers, and academics seeking relevant research on the development of forensic tools.