Author: Michael Filimowicz
Publisher: Routledge
ISBN: 1000588777
Category : Social Science
Languages : en
Pages : 65
Book Description
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.
Deep Fakes
Author: Michael Filimowicz
Publisher: Routledge
ISBN: 1000588777
Category : Social Science
Languages : en
Pages : 65
Book Description
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.
Publisher: Routledge
ISBN: 1000588777
Category : Social Science
Languages : en
Pages : 65
Book Description
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
Author: Nina Schick
Publisher: Hachette UK
ISBN: 1538754312
Category : Technology & Engineering
Languages : en
Pages : 224
Book Description
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.
Publisher: Hachette UK
ISBN: 1538754312
Category : Technology & Engineering
Languages : en
Pages : 224
Book Description
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.
Deep Fakes and the Infocalypse
Author: Nina Schick
Publisher: Hachette UK
ISBN: 191318353X
Category : Computers
Languages : en
Pages : 173
Book Description
"Nina Schick is alerting us to a danger from the future that is already here." - Adam Boulton, Editor at Large, Sky News "Deep Fakes and the Infocalypse is an urgent, thoughtful and thoroughly-researched book that raises uncomfortable questions about the way that information is being distorted by states and individuals... A must-read." - Greg Williams, Editor in Chief of WIRED UK "Essential reading for any one interested about the shocking way information is and will be manipulated." - Lord Edward Vaizey "Schick's Deep Fakes and the Infocalypse is a short, sharp book that hits you like a punch in the stomach." - Nick Cohen, The Observer "Deep Fakes is an uncomfortable but gripping read, probing the way in which the internet has been flooded with disinformation and dark arts propaganda." - Jim Pickard, Chief Political Correspondent, Financial Times "A searing insight into a world so many of us find difficult to understand. I was gripped from the first page." - Iain Dale, Broadcaster "With this powerful book, Nina Schick has done us all a great public service...It's your civic duty to read it." - Jamie Susskind, author of Future Politics "Gripping, alarming and morally vital." - Ian Dunt, Host of Remainiacs Podcast Deep Fakes are coming, and we are not ready. Advanced AI technology is now able to create video of people doing things they never did, in places they have never been, saying things they never said. In the hands of rogue states, terrorists, criminals or crazed individuals, they represent a disturbing new threat to democracy and personal liberty. Deep Fakes can be misused to shift public opinion, swing Presidential elections, or blackmail, coerce, and silence individuals. And when combined with the destabilising overload of disinformation that has been dubbed 'the Infocalypse', we are potentially facing a danger of world-changing proportions. Deep Fakes and the Infocalypse is International Political Technology Advisor Nina Schick's stark warning about a future we all need to understand before it's too late.
Publisher: Hachette UK
ISBN: 191318353X
Category : Computers
Languages : en
Pages : 173
Book Description
"Nina Schick is alerting us to a danger from the future that is already here." - Adam Boulton, Editor at Large, Sky News "Deep Fakes and the Infocalypse is an urgent, thoughtful and thoroughly-researched book that raises uncomfortable questions about the way that information is being distorted by states and individuals... A must-read." - Greg Williams, Editor in Chief of WIRED UK "Essential reading for any one interested about the shocking way information is and will be manipulated." - Lord Edward Vaizey "Schick's Deep Fakes and the Infocalypse is a short, sharp book that hits you like a punch in the stomach." - Nick Cohen, The Observer "Deep Fakes is an uncomfortable but gripping read, probing the way in which the internet has been flooded with disinformation and dark arts propaganda." - Jim Pickard, Chief Political Correspondent, Financial Times "A searing insight into a world so many of us find difficult to understand. I was gripped from the first page." - Iain Dale, Broadcaster "With this powerful book, Nina Schick has done us all a great public service...It's your civic duty to read it." - Jamie Susskind, author of Future Politics "Gripping, alarming and morally vital." - Ian Dunt, Host of Remainiacs Podcast Deep Fakes are coming, and we are not ready. Advanced AI technology is now able to create video of people doing things they never did, in places they have never been, saying things they never said. In the hands of rogue states, terrorists, criminals or crazed individuals, they represent a disturbing new threat to democracy and personal liberty. Deep Fakes can be misused to shift public opinion, swing Presidential elections, or blackmail, coerce, and silence individuals. And when combined with the destabilising overload of disinformation that has been dubbed 'the Infocalypse', we are potentially facing a danger of world-changing proportions. Deep Fakes and the Infocalypse is International Political Technology Advisor Nina Schick's stark warning about a future we all need to understand before it's too late.
Trust No One
Author: Michael Grothaus
Publisher: Hodder & Stoughton
ISBN: 1529347998
Category : True Crime
Languages : en
Pages : 266
Book Description
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
Publisher: Hodder & Stoughton
ISBN: 1529347998
Category : True Crime
Languages : en
Pages : 266
Book Description
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
Handbook of Digital Face Manipulation and Detection
Author: Christian Rathgeb
Publisher: Springer Nature
ISBN: 3030876640
Category : Computers
Languages : en
Pages : 487
Book Description
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.
Publisher: Springer Nature
ISBN: 3030876640
Category : Computers
Languages : en
Pages : 487
Book Description
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.
Deepfake
Author: Sarah Darer Littman
Publisher: Scholastic Inc.
ISBN: 1338178253
Category : Young Adult Fiction
Languages : en
Pages : 294
Book Description
What happens when anyone can make a video of you saying anything? Dara Simons and Will Halpern have everything they've ever wanted. They are the rulers of Greenpoint High's geekdom, overachieving in every way, and it's an intense competition to see who will be valedictorian. One the entire school is invested in. That is, until Rumor Has It, the anonymous gossip site, posts a video of Dara accusing Will of paying someone to take the SAT for him.When the video goes viral, suddenly Will's being investigated, and everyone's wondering how he pulled off cheating on the SAT. But Dara swears that she didn't say any of those things, which seems a little hard to believe since it's her in the video.Did Will cheat?Is it Dara saying he did?Who's lying, and who's telling the truth?The answer is more shocking than anyone realizes...
Publisher: Scholastic Inc.
ISBN: 1338178253
Category : Young Adult Fiction
Languages : en
Pages : 294
Book Description
What happens when anyone can make a video of you saying anything? Dara Simons and Will Halpern have everything they've ever wanted. They are the rulers of Greenpoint High's geekdom, overachieving in every way, and it's an intense competition to see who will be valedictorian. One the entire school is invested in. That is, until Rumor Has It, the anonymous gossip site, posts a video of Dara accusing Will of paying someone to take the SAT for him.When the video goes viral, suddenly Will's being investigated, and everyone's wondering how he pulled off cheating on the SAT. But Dara swears that she didn't say any of those things, which seems a little hard to believe since it's her in the video.Did Will cheat?Is it Dara saying he did?Who's lying, and who's telling the truth?The answer is more shocking than anyone realizes...
Hacking Artificial Intelligence
Author: Davey Gibian
Publisher: Rowman & Littlefield
ISBN: 1538155095
Category : Computers
Languages : en
Pages : 154
Book Description
Sheds light on the ability to hack AI and the technology industry’s lack of effort to secure vulnerabilities. We are accelerating towards the automated future. But this new future brings new risks. It is no surprise that after years of development and recent breakthroughs, artificial intelligence is rapidly transforming businesses, consumer electronics, and the national security landscape. But like all digital technologies, AI can fail and be left vulnerable to hacking. The ability to hack AI and the technology industry’s lack of effort to secure it is thought by experts to be the biggest unaddressed technology issue of our time. Hacking Artificial Intelligence sheds light on these hacking risks, explaining them to those who can make a difference. Today, very few people—including those in influential business and government positions—are aware of the new risks that accompany automated systems. While society hurdles ahead with AI, we are also rushing towards a security and safety nightmare. This book is the first-ever layman’s guide to the new world of hacking AI and introduces the field to thousands of readers who should be aware of these risks. From a security perspective, AI is today where the internet was 30 years ago. It is wide open and can be exploited. Readers from leaders to AI enthusiasts and practitioners alike are shown how AI hacking is a real risk to organizations and are provided with a framework to assess such risks, before problems arise.
Publisher: Rowman & Littlefield
ISBN: 1538155095
Category : Computers
Languages : en
Pages : 154
Book Description
Sheds light on the ability to hack AI and the technology industry’s lack of effort to secure vulnerabilities. We are accelerating towards the automated future. But this new future brings new risks. It is no surprise that after years of development and recent breakthroughs, artificial intelligence is rapidly transforming businesses, consumer electronics, and the national security landscape. But like all digital technologies, AI can fail and be left vulnerable to hacking. The ability to hack AI and the technology industry’s lack of effort to secure it is thought by experts to be the biggest unaddressed technology issue of our time. Hacking Artificial Intelligence sheds light on these hacking risks, explaining them to those who can make a difference. Today, very few people—including those in influential business and government positions—are aware of the new risks that accompany automated systems. While society hurdles ahead with AI, we are also rushing towards a security and safety nightmare. This book is the first-ever layman’s guide to the new world of hacking AI and introduces the field to thousands of readers who should be aware of these risks. From a security perspective, AI is today where the internet was 30 years ago. It is wide open and can be exploited. Readers from leaders to AI enthusiasts and practitioners alike are shown how AI hacking is a real risk to organizations and are provided with a framework to assess such risks, before problems arise.
DeepFake Technology
Author: Nobert Young
Publisher:
ISBN: 9781078494694
Category :
Languages : en
Pages : 158
Book Description
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**
Publisher:
ISBN: 9781078494694
Category :
Languages : en
Pages : 158
Book Description
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**
Deep Fakes, Fake News, and Misinformation in Online Teaching and Learning Technologies
Author: Blankenship, Rebecca J.
Publisher: IGI Global
ISBN: 1799864758
Category : Education
Languages : en
Pages : 271
Book Description
Choosing the right technologies to match student learning outcomes in today's technology-integrated classrooms presents educators and instructional designers with multiple curricula and instructional design challenges including selecting appropriate technologies to match desired student learning outcomes. As students continue to have broad access to information from a variety of web-based platforms, educators and educational professionals are increasingly tasked with ensuring the information used to complete key assignments or tasks is authentic and from a verifiable resource. As such, the era of deep fakes in images, audios, videos, and digital texts is more prevalent than ever as numerous programs using artificial intelligence (AI) can significantly alter original content to fundamentally change the intent of original content. Moreover, students are being bombarded by a plethora of information that is either intentionally or mistakenly false and must be navigated with care. Accordingly, educators and educational professionals are now tasked with employing best practices to not only teach basic digital literacy and citizenship skills but also to recognize how technology-immersed learning environments interact with deep fakes and misinformation while equipping students with the tools necessary to recognize authentic and altered content. Deep Fakes, Fake News, and Misinformation in Online Teaching and Learning Technologies is a critical reference source that addresses rising concerns of students’ ability to navigate the multitude of false and altered information and content that is easily accessible through online platforms. The chapters go into deeper detail about how deep fakes, fake news, and mis- and dis-information have the potential of negatively affecting the fields of teaching and learning and the importance of student access to content-related tasks from legitimate, vetted resources that accurately reflect the desired information the student means to convey. The book seeks to reinforce the importance of digital literacy and digital citizenship among adolescents. This book is essential for teaching faculty, higher education faculty, higher education administrators, educational software developers, security specialists, information specialists, media specialists, librarians, educational researchers, and students looking for information on how deep fakes and fake news are being navigated within the context of online teaching and educational technologies.
Publisher: IGI Global
ISBN: 1799864758
Category : Education
Languages : en
Pages : 271
Book Description
Choosing the right technologies to match student learning outcomes in today's technology-integrated classrooms presents educators and instructional designers with multiple curricula and instructional design challenges including selecting appropriate technologies to match desired student learning outcomes. As students continue to have broad access to information from a variety of web-based platforms, educators and educational professionals are increasingly tasked with ensuring the information used to complete key assignments or tasks is authentic and from a verifiable resource. As such, the era of deep fakes in images, audios, videos, and digital texts is more prevalent than ever as numerous programs using artificial intelligence (AI) can significantly alter original content to fundamentally change the intent of original content. Moreover, students are being bombarded by a plethora of information that is either intentionally or mistakenly false and must be navigated with care. Accordingly, educators and educational professionals are now tasked with employing best practices to not only teach basic digital literacy and citizenship skills but also to recognize how technology-immersed learning environments interact with deep fakes and misinformation while equipping students with the tools necessary to recognize authentic and altered content. Deep Fakes, Fake News, and Misinformation in Online Teaching and Learning Technologies is a critical reference source that addresses rising concerns of students’ ability to navigate the multitude of false and altered information and content that is easily accessible through online platforms. The chapters go into deeper detail about how deep fakes, fake news, and mis- and dis-information have the potential of negatively affecting the fields of teaching and learning and the importance of student access to content-related tasks from legitimate, vetted resources that accurately reflect the desired information the student means to convey. The book seeks to reinforce the importance of digital literacy and digital citizenship among adolescents. This book is essential for teaching faculty, higher education faculty, higher education administrators, educational software developers, security specialists, information specialists, media specialists, librarians, educational researchers, and students looking for information on how deep fakes and fake news are being navigated within the context of online teaching and educational technologies.
How Algorithms Create and Prevent Fake News
Author: Noah Giansiracusa
Publisher:
ISBN: 9781484271568
Category :
Languages : en
Pages : 0
Book Description
From deepfakes to GPT-3, deep learning is now powering a new assault on our ability to tell what's real and what's not, bringing a whole new algorithmic side to fake news. On the other hand, remarkable methods are being developed to help automate fact-checking and the detection of fake news and doctored media. Success in the modern business world requires you to understand these algorithmic currents, and to recognize the strengths, limits, and impacts of deep learning--especially when it comes to discerning the truth and differentiating fact from fiction. This book tells the stories of this algorithmic battle for the truth and how it impacts individuals and society at large. In doing so, it weaves together the human stories and what's at stake here, a simplified technical background on how these algorithms work, and an accessible survey of the research literature exploring these various topics. How Algorithms Create and Prevent Fake News is an accessible, broad account of the various ways that data-driven algorithms have been distorting reality and rendering the truth harder to grasp. From news aggregators to Google searches to YouTube recommendations to Facebook news feeds, the way we obtain information today is filtered through the lens of tech giant algorithms. The way data is collected, labelled, and stored has a big impact on the machine learning algorithms that are trained on it, and this is a main source of algorithmic bias - which gets amplified in harmful data feedback loops. Don't be afraid: with this book you'll see the remedies and technical solutions that are being applied to oppose these harmful trends. There is hope. .
Publisher:
ISBN: 9781484271568
Category :
Languages : en
Pages : 0
Book Description
From deepfakes to GPT-3, deep learning is now powering a new assault on our ability to tell what's real and what's not, bringing a whole new algorithmic side to fake news. On the other hand, remarkable methods are being developed to help automate fact-checking and the detection of fake news and doctored media. Success in the modern business world requires you to understand these algorithmic currents, and to recognize the strengths, limits, and impacts of deep learning--especially when it comes to discerning the truth and differentiating fact from fiction. This book tells the stories of this algorithmic battle for the truth and how it impacts individuals and society at large. In doing so, it weaves together the human stories and what's at stake here, a simplified technical background on how these algorithms work, and an accessible survey of the research literature exploring these various topics. How Algorithms Create and Prevent Fake News is an accessible, broad account of the various ways that data-driven algorithms have been distorting reality and rendering the truth harder to grasp. From news aggregators to Google searches to YouTube recommendations to Facebook news feeds, the way we obtain information today is filtered through the lens of tech giant algorithms. The way data is collected, labelled, and stored has a big impact on the machine learning algorithms that are trained on it, and this is a main source of algorithmic bias - which gets amplified in harmful data feedback loops. Don't be afraid: with this book you'll see the remedies and technical solutions that are being applied to oppose these harmful trends. There is hope. .