Deepfakes
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Deepfakes
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Author : Loveleen Gaur
language : en
Publisher: CRC Press
Release Date : 2022-09-08
Deepfakes written by Loveleen Gaur and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-08 with Computers categories.
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.
Deepfakes
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Author : Ignas Kalpokas
language : en
Publisher: Springer
Release Date : 2022-02-17
Deepfakes written by Ignas Kalpokas and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-17 with Political Science categories.
This book examines the use and potential impact of deepfakes, a type of synthetic computer-generated media, primarily images and videos, capable of both creating artificial representations of non-existent individuals and showing actual individuals doing things they did not do. As such, deepfakes pose an obvious threat of manipulation and, unsurprisingly, have been the subject of a great deal of alarmism in both the news media and academic articles. Hence, this book sets out to critically evaluate potential threats by analyzing human susceptibility to manipulation and using that as a backdrop for a discussion of actual and likely uses of deepfakes. In contrast to the usual threat narrative, this book will put forward a multi-sided picture of deepfakes, exploring their potential and that of adjacent technologies for creative use in domains ranging from film and advertisement to painting. The challenges posed by deepfakes are further evaluated with regard to present or forthcoming legislation and other regulatory measures. Finally, deepfakes are placed within a broader cultural and philosophical context, focusing primarily on posthumanist thought. Therefore, this book is a must-read for researchers, students, and practitioners of political science and other disciplines, interested in a better understanding of deepfakes.
Deepfake Technology
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Author : Nobert Young
language : en
Publisher:
Release Date : 2019-07-06
Deepfake Technology written by Nobert Young and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-06 with categories.
This book tells of what would be the future of fake news using Deepfakes - a very powerful wave of technologies that would be employed to control and manipulate disinformation as well as disrupt the political process for the 2020 election. With all the laws and bans on circulation of fake news, the problem with online disinformation is nowhere getting better. The role of social media in the upcoming 2020 presidential election as well as other major political events in the world cannot be undermined. With the increase and upgrade in technologies, we will soon be piloting technologies like machine learning, human-like automated voice systems, interactive memes, deepfake artificial intelligence videos, and images, as well as augmented and virtual reality. Celebrities and political figures overtime have been the target of Deepfake videos and these videos have been created purposely to cause misinformation and distortion of facts and truth. Deepfake is a technology that uses Artificial Intelligence to produce or edit contents of a video or an image to show something that never happened. This book would teach you all you need to know about Deep Fakes starting from its discovery to the several bans on Deep Fake apps as well as the threat of Deepfakes both in politics and the society at large.From this well-loaded book, you will get: *Introduction to Deep Learning revolution and artificial intelligence. *Step by step guide on how to deepfake as well as processes involved in deepfaking. *Deep fakes apps like FakeApps, Githubs as well as how to install and use them.*How to identify fake videos and images. *Impact of DeepFake on politics, social media and society as a whole. *Legal Landscape for Deepfake*Real examples of the application of DeepFake.*And lots more!Prepare yourself for what is ahead by getting a copy of this book now. **Get the eBook copy free when you buy the paperback**
Deepfakes
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Author : Nina Schick
language : en
Publisher: Hachette UK
Release Date : 2020-08-25
Deepfakes written by Nina Schick and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-25 with Technology & Engineering categories.
Uncover everything you need to know about "deepfakes" and what could become the biggest information and communications meltdown in world history. In a world of deepfakes, it will soon be impossible to tell what is real and what isn't. As advances in artificial intelligence, video creation, and online trolling continue, deepfakes pose not only a real threat to democracy -- they threaten to take voter manipulation to unprecedented new heights. This crisis of misinformation which we now face has since been dubbed the "Infocalypse." In DEEPFAKES, investigative journalist Nina Schick uses her expertise from working in the field to reveal shocking examples of deepfakery and explain the dangerous political consequences of the Infocalypse, both in terms of national security and what it means for public trust in politics. This all-too-timely book also unveils what this all means for us as individuals, how deepfakes will be used to intimidate and to silence, for revenge and fraud, and just how truly unprepared governments and tech companies are for what's coming.
Trust No One
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Author : Michael Grothaus
language : en
Publisher: Hachette UK
Release Date : 2021-11-11
Trust No One written by Michael Grothaus and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-11 with True Crime categories.
Deepfake technology can create video evidence of just about anything: Hollywood superstar Margot Robbie in an orgy. Chinese president Xi Jinping declaring nuclear war. Basketball legend Michael Jordan winning the World Cup. The only limit is the imagination. In a time where fake news and disinformation is becoming harder and harder to identify, it is more essential than ever to understand the dark origins of deepfakes. Journalist Michael Grothaus goes down the rabbit hole as he interviews the often morally dubious, yet incredibly skilled creators of this content. It's a journey that opens a window into the communities transforming reality. Challenging, enlightening and terrifying, Trust No One asks the question other people are too scared to: what happens when you can no longer believe your own eyes? 'An alarming look at deepfakes' Sunday Times 'Michael Grothaus takes a hard look at the growth of deep fakes, examining cases that demonstrate the threats presented by morally dubious creators. From the personal to political, the impact of deep fakes is considered carefully by Grothaus, both on the victims and on society as a whole, creating an essential picture of a growing trend in disinformation' Eliot Higgins, founder of Bellingcat
Exploring Deepfakes
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Author : Bryan Lyon
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-03-28
Exploring Deepfakes written by Bryan Lyon and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-28 with Computers categories.
Master the innovative world of deepfakes and generative AI for face replacement with this full-color guide Purchase of the print or Kindle book includes a free PDF eBook Key FeaturesUnderstand what deepfakes are, their history, and how to use the technology ethicallyGet well-versed with the workflow and processes involved to create your own deepfakesLearn how to apply the lessons and techniques of deepfakes to your own problemsBook Description Applying Deepfakes will allow you to tackle a wide range of scenarios creatively. Learning from experienced authors will help you to intuitively understand what is going on inside the model. You'll learn what deepfakes are and what makes them different from other machine learning techniques, and understand the entire process from beginning to end, from finding faces to preparing them, training the model, and performing the final swap. We'll discuss various uses for face replacement before we begin building our own pipeline. Spending some extra time thinking about how you collect your input data can make a huge difference to the quality of the final video. We look at the importance of this data and guide you with simple concepts to understand what your data needs to really be successful. No discussion of deepfakes can avoid discussing the controversial, unethical uses for which the technology initially became known. We'll go over some potential issues, and talk about the value that deepfakes can bring to a variety of educational and artistic use cases, from video game avatars to filmmaking. By the end of the book, you'll understand what deepfakes are, how they work at a fundamental level, and how to apply those techniques to your own needs. What you will learnGain a clear understanding of deepfakes and their creationUnderstand the risks of deepfakes and how to mitigate themCollect efficient data to create successful deepfakesGet familiar with the deepfakes workflow and its stepsExplore the application of deepfakes methods to your own generative needsImprove results by augmenting data and avoiding overtrainingExamine the future of deepfakes and other generative AIsUse generative AIs to increase video content resolutionWho this book is for This book is for AI developers, data scientists, and anyone looking to learn more about deepfakes or techniques and technologies from Deepfakes to help them generate new image data. Working knowledge of Python programming language and basic familiarity with OpenCV, Pillow, Pytorch, or Tensorflow is recommended to get the most out of the book.
Handbook Of Digital Face Manipulation And Detection
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Author : Christian Rathgeb
language : en
Publisher: Springer Nature
Release Date : 2022-01-31
Handbook Of Digital Face Manipulation And Detection written by Christian Rathgeb and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-31 with Computers categories.
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.
Deep Fakes
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Author : Michael Filimowicz
language : en
Publisher: Routledge
Release Date : 2022-03-01
Deep Fakes written by Michael Filimowicz and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-01 with Social Science categories.
Deep Fakes: Algorithms and Society focuses on the use of artificial intelligence technologies to produce fictitious photorealistic audiovisual clips that are indistinguishable from traditional video media. For over a century, the indexical relationship of the photographic image, and its related media of film and video, to the scene of capture has served as a basis for truth claims. Historically, the iconicity of these images has featured a causal traceback to actual light rays in a particular time and space, which were fixed by chemical reactions or digital sensors to the resultant image. Today, photorealistic audiovisual media can be generated from deep learning networks that sever any connection to an actual event. Should society instantiate new regimes to manage this new challenge to our sense of reality and the traditional evidential capacities of the ‘mechanical image’? How do these images generate information disorder while also providing the basis for legitimate tools used in entertainment and creative industries? Scholars and students from many backgrounds, as well as policymakers, journalists and the general reading public, will find a multidisciplinary approach to questions posed by deep fake research from Communication, International Studies, Writing and Rhetoric.
Deepfakes
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Author : Graham Meikle
language : en
Publisher: John Wiley & Sons
Release Date : 2022-09-22
Deepfakes written by Graham Meikle and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-22 with Social Science categories.
What happens when we can no longer believe what we see? Show the AI technologies that create deepfakes enough images of a celebrity or a politician and they will generate a convincing video in which that person appears to say and do things they have never actually said or done. The result is a media environment in which anyone’s face and image can be remixed and manipulated. Graham Meikle explains how deepfakes (synthetic media) are made and used. From celebrity porn and political satire to movie mash-ups and disinformation campaigns, this book explores themes of trust and consent as face-swapping software becomes more common. Meikle argues that deepfake videos allow for a new perspective on the taken-for-granted nature of contemporary media, in which our capacity to remix and share content increasingly conflicts with our capacity to trust. The book analyses how such videos deepen the social media environment in which the public and the personal converge, and in which all human experience becomes data to be shared. Timely, clear, and accessibly written, this is an essential text for students and scholars of media, communication, cultural studies, and sociology as well as general readers.
Deepfake Unmasked
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Author : Rob Botwright
language : en
Publisher: Rob Botwright
Release Date : 101-01-01
Deepfake Unmasked written by Rob Botwright and has been published by Rob Botwright this book supported file pdf, txt, epub, kindle and other format this book has been release on 101-01-01 with Computers categories.
Introducing "Deepfake Unmasked: The Era of Big Data, Machine Learning, and Artificial Duplicity" – A Mind-Opening Journey into the World of Deepfakes 📚 Get ready for a captivating exploration of one of the most compelling and controversial subjects of our time with our book bundle, "Deepfake Unmasked." Dive deep into the world of deepfake technology, where reality and artificiality merge to shape our future. 🌐 In an age dominated by data and fueled by machine learning, deepfakes have emerged as both a technological marvel and a cause for concern. This comprehensive bundle comprises four thought-provoking volumes, each offering unique insights into the deepfake phenomenon: 📘 Book 1 - Deepfake Dystopia: Unmasking the Dark Side of Artificial Duplicity in the Age of Big Data · Discover the sinister potential of deepfakes in manipulating reality, privacy breaches, and threats to security. · Explore the dystopian landscape where technology meets deception. 📘 Book 2 - Deceptive Realities: Exploring the Technological Marvel of Deepfakes Amidst the Big Data Revolution · Delve into the astonishing capabilities of machine learning and artificial intelligence that empower deepfakes. · Navigate the ethical tightrope walk between reality and fabrication. 📘 Book 3 - The Ethical Labyrinth of Deepfakes: Navigating Machine Learning, Big Data, and Artificial Duplicity · Confront the moral dilemmas surrounding deepfakes, including questions of consent, transparency, and accountability. · Establish ethical frameworks for responsible deepfake creation and usage. 📘 Book 4 - Deepfake and Society: Charting the Impact of Artificial Duplicity in the Landscape of Big Data and Machine Learning · Explore how deepfakes have infiltrated politics, media, and personal relationships. · Gain a comprehensive understanding of our society's evolving landscape in the wake of this transformative technology. 🧐 What Makes "Deepfake Unmasked" a Must-Have Bundle? · Comprehensive Insights: Gain a 360-degree understanding of deepfakes from the dark side to ethical considerations and societal impacts. · Expert Perspectives: Our books are authored by industry experts and thought leaders in the field of AI, machine learning, and data ethics. · Timely and Relevant: Stay informed about the rapidly evolving landscape of technology and its implications on our lives. · Ethical Frameworks: Learn how to navigate the ethical complexities of deepfake technology responsibly. 📈 As deepfake technology continues to shape our world, "Deepfake Unmasked" equips you with the knowledge and insights needed to engage with this transformative phenomenon critically. 💡 Don't miss your chance to uncover the truth behind deepfakes and explore the ethical, social, and technological dimensions of this groundbreaking technology. Purchase "Deepfake Unmasked" now and embark on a mind-opening journey into the era of big data, machine learning, and artificial duplicity.