Download or read book Dive into Misinformation Detection written by Asif Ekbal and published by Springer Nature. This book was released on with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Anatomy of Fake News written by Nolan Higdon and published by Univ of California Press. This book was released on 2020-08-04 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the 2016 U.S. presidential election, concerns about fake news have fostered calls for government regulation and industry intervention to mitigate the influence of false content. These proposals are hindered by a lack of consensus concerning the definition of fake news or its origins. Media scholar Nolan Higdon contends that expanded access to critical media literacy education, grounded in a comprehensive history of fake news, is a more promising solution to these issues. The Anatomy of Fake News offers the first historical examination of fake news that takes as its goal the effective teaching of critical news literacy in the United States. Higdon employs a critical-historical media ecosystems approach to identify the producers, themes, purposes, and influences of fake news. The findings are then incorporated into an invaluable fake news detection kit. This much-needed resource provides a rich history and a promising set of pedagogical strategies for mitigating the pernicious influence of fake news.

Download or read book Data Science for Fake News written by Deepak P and published by Springer Nature. This book was released on 2021-04-29 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of fake news detection, both through a variety of tutorial-style survey articles that capture advancements in the field from various facets and in a somewhat unique direction through expert perspectives from various disciplines. The approach is based on the idea that advancing the frontier on data science approaches for fake news is an interdisciplinary effort, and that perspectives from domain experts are crucial to shape the next generation of methods and tools. The fake news challenge cuts across a number of data science subfields such as graph analytics, mining of spatio-temporal data, information retrieval, natural language processing, computer vision and image processing, to name a few. This book will present a number of tutorial-style surveys that summarize a range of recent work in the field. In a unique feature, this book includes perspective notes from experts in disciplines such as linguistics, anthropology, medicine and politics that will help to shape the next generation of data science research in fake news. The main target groups of this book are academic and industrial researchers working in the area of data science, and with interests in devising and applying data science technologies for fake news detection. For young researchers such as PhD students, a review of data science work on fake news is provided, equipping them with enough know-how to start engaging in research within the area. For experienced researchers, the detailed descriptions of approaches will enable them to take seasoned choices in identifying promising directions for future research.

Download or read book Detecting Fake News on Social Media written by Kai Shu and published by Springer Nature. This book was released on 2022-05-31 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. However, social media also enables the wide propagation of "fake news," i.e., news with intentionally false information. Fake news on social media can have significant negative societal effects. Therefore, fake news detection on social media has recently become an emerging research area that is attracting tremendous attention. This book, from a data mining perspective, introduces the basic concepts and characteristics of fake news across disciplines, reviews representative fake news detection methods in a principled way, and illustrates challenging issues of fake news detection on social media. In particular, we discussed the value of news content and social context, and important extensions to handle early detection, weakly-supervised detection, and explainable detection. The concepts, algorithms, and methods described in this lecture can help harness the power of social media to build effective and intelligent fake news detection systems. This book is an accessible introduction to the study of detecting fake news on social media. It is an essential reading for students, researchers, and practitioners to understand, manage, and excel in this area. This book is supported by additional materials, including lecture slides, the complete set of figures, key references, datasets, tools used in this book, and the source code of representative algorithms. The readers are encouraged to visit the book website for the latest information: http://dmml.asu.edu/dfn/

Download or read book The Anatomy of Fake News written by Nolan Higdon and published by University of California Press. This book was released on 2020-08-04 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the 2016 U.S. presidential election, concerns about fake news have fostered calls for government regulation and industry intervention to mitigate the influence of false content. These proposals are hindered by a lack of consensus concerning the definition of fake news or its origins. Media scholar Nolan Higdon contends that expanded access to critical media literacy education, grounded in a comprehensive history of fake news, is a more promising solution to these issues. The Anatomy of Fake News offers the first historical examination of fake news that takes as its goal the effective teaching of critical news literacy in the United States. Higdon employs a critical-historical media ecosystems approach to identify the producers, themes, purposes, and influences of fake news. The findings are then incorporated into an invaluable fake news detection kit. This much-needed resource provides a rich history and a promising set of pedagogical strategies for mitigating the pernicious influence of fake news.

Download or read book Misinformation and Disinformation written by Victoria L. Rubin and published by Springer Nature. This book was released on 2022-06-14 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, geared towards both students and professionals, examines the synthesis of artificial intelligence (AI) and psychology in detecting mis-/disinformation in digital media content, and suggests practical means to intervene and curtail this current global ‘infodemic’. This interdisciplinary book explores technological, psychological, philosophical, and linguistic insights into the nature of truth and deception, trust and credibility, cognitive biases and logical fallacies and how, through AI and human intervention, content users can be alerted to the presence of deception. The author investigates how AI can mimic the procedures and know-hows of humans, showing how AI can help spot fakes and how AI tools can work to debunk rumors and fact-check. The book describes how AI detection systems work and how they fit with broader societal and individual concerns. Each chapter focuses attention on key concepts and their inter-connection. The first part of the book seeks theoretical footing to understand our interactions with new information and reviews relevant empirical findings in behavioral sciences. The second part is about applied knowledge. The author looks at several known practices that guard us against deception, and provides several real-world examples of manipulative persuasive techniques in advertising, political propaganda, and public relations. She provides links to the downloadable executable files to three AI applications (clickbait, satire, and falsehood detectors) via LiT.RL GitHub, an open access repository. The book is useful to students and professionals studying AI and media studies as well as library and information professionals. Examines how artificial intelligence (AI) and psychology can aid in detecting mis-/disinformation and the language of deceit in digital media content; Suggests practical computational means to intervene and curtail the global ‘infodemic’ of fake news; Presents how AI can sift, sort, and shuffle digital content, to reduce the amount of content needed to be reviewed by humans.

Download or read book Combating Fake News with Computational Intelligence Techniques written by Mohamed Lahby and published by Springer Nature. This book was released on 2021-12-15 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest cutting-edge research, theoretical methods, and novel applications in the field of computational intelligence techniques and methods for combating fake news. Fake news is everywhere. Despite the efforts of major social network players such as Facebook and Twitter to fight disinformation, miracle cures and conspiracy theories continue to rain down on the net. Artificial intelligence can be a bulwark against the diversity of fake news on the Internet and social networks. This book discusses new models, practical solutions, and technological advances related to detecting and analyzing fake news based on computational intelligence models and techniques, to help decision-makers, managers, professionals, and researchers design new paradigms considering the unique opportunities associated with computational intelligence techniques. Further, the book helps readers understand computational intelligence techniques combating fake news in a systematic and straightforward way.

Download or read book Disinformation Misinformation and Fake News in Social Media written by Kai Shu and published by Springer Nature. This book was released on 2020-06-17 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as a convenient entry point for researchers, practitioners, and students to understand the problems and challenges, learn state-of-the-art solutions for their specific needs, and quickly identify new research problems in their domains. The contributors to this volume describe the recent advancements in three related parts: (1) user engagements in the dissemination of information disorder; (2) techniques on detecting and mitigating disinformation; and (3) trending issues such as ethics, blockchain, clickbaits, etc. This edited volume will appeal to students, researchers, and professionals working on disinformation, misinformation and fake news in social media from a unique lens.

Download or read book Text and Social Media Analytics for Fake News and Hate Speech Detection written by Hemant Kumar Soni and published by CRC Press. This book was released on 2024-08-21 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Identifying and stopping the dissemination of fabricated news, hate speech, or deceptive information camouflaged as legitimate news poses a significant technological hurdle. This book presents emergent methodologies and technological approaches of natural language processing through machine learning for counteracting the spread of fake news and hate speech on social media platforms. • Covers various approaches, algorithms, and methodologies for fake news and hate speech detection. • Explains the automatic detection and prevention of fake news and hate speech through paralinguistic clues on social media using artificial intelligence. • Discusses the application of machine learning models to learn linguistic characteristics of hate speech over social media platforms. • Emphasizes the role of multilingual and multimodal processing to detect fake news. • Includes research on different optimization techniques, case studies on the identification, prevention, and social impact of fake news, and GitHub repository links to aid understanding. The text is for professionals and scholars of various disciplines interested in fake news and hate speech detection.

Download or read book The Survival Guide to Maintaining Access and Evading Detection Post Exploitation written by Josh Luberisse and published by Fortis Novum Mundum. This book was released on with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the intricate dance of cyber warfare, the act of gaining unauthorized access is merely the first step. The real artistry lies in staying undetected, maintaining that access, and achieving objectives without raising alarms. "The Survival Guide to Maintaining Access and Evading Detection Post-Exploitation" delves deep into this complex and ever-evolving realm of post-exploitation in cybersecurity. From the renowned experts at Greyhat Intelligence & Investigative Solutions, this comprehensive guide reveals the hidden nuances of post-exploitation activities. Learn how threat actors secure their foothold, escalate privileges, and maneuver through networks undetected. Discover the tactics, techniques, and procedures (TTPs) that distinguish an amateur attacker from a seasoned professional. Each chapter of the guide offers a meticulously researched look into distinct aspects of post-exploitation: - Grasp the importance of **maintaining access** within compromised systems and the myriad methods employed to persist through reboots, updates, and other adversities. - Delve into the art of **evading detection**, a critical skill in a world where enterprises are investing heavily in fortifying their cyber defenses. - Explore the "live off the land" philosophy, leveraging legitimate tools and native system features for clandestine operations, sidestepping the common detection avenues. - Navigate through advanced realms of cyber-attacks, such as **tunneling**, **pivoting**, and memory-resident malware, and understand the counter-forensic measures that elite hackers employ. - Equip yourself with the latest strategies to defend against these surreptitious techniques. Learn how to harden systems, enhance detection capabilities, and respond effectively when breaches occur. - Reflect on the ethical dimensions of post-exploitation and the evolving global legal landscape that shapes this domain. Plus, anticipate the future challenges and opportunities that emerging technologies bring to the post-exploitation scene. Bolstered by real-world case studies, detailed toolkits, and a glossary of terms, this book is an essential resource for cybersecurity professionals, digital forensics experts, and IT personnel. Whether you're looking to safeguard your organization's digital assets, enhance your penetration testing skills, or understand the adversary's playbook, "The Survival Guide to Maintaining Access and Evading Detection Post-Exploitation" is the definitive compendium you need in your arsenal.

Download or read book Cybersecurity for Smart Cities written by Mohiuddin Ahmed and published by Springer Nature. This book was released on 2023-03-29 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ensuring cybersecurity for smart cities is crucial for a sustainable cyber ecosystem. Given the undeniable complexity of smart cities, fundamental issues such as device configurations and software updates should be addressed when it is most needed to fight cyber-crime and ensure data privacy. This book addresses the cybersecurity challenges associated with smart cities, aiming to provide a bigger picture of the concepts, intelligent techniques, practices and research directions in this area. Furthermore, this book serves as a single source of reference for acquiring knowledge on the technology, processes and people involved in the next-generation of cyber-smart cities.

Download or read book Research Anthology on Fake News Political Warfare and Combatting the Spread of Misinformation written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-10-30 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: With recent headlines around fake news from world leaders and around presidential elections, Twitter and other social media platforms being pressured to detect and label misinformation posted on their platforms, as well as misinformation around COVID-19 and its vaccine, the world has seen an increase in protests, policy changes, and even chaos surrounding this information. This spread of misinformation, when left unchecked, can turn fiction into fact and result in a mass misconception of the truth that shapes opinions, creates false narratives, and impacts multiple facets of society in potentially detrimental ways, indicating a need for the latest research on how the devastating impacts of this trend, how to discern facts from misinformation, as well as more information on technological advancements in fake news detection The Research Anthology on Fake News, Political Warfare, and Combatting the Spread of Misinformation is a compilation of the most comprehensive, previously published, and highly cited research from prestigious institutions including Columbia University and Stanford University, USA, which focuses on understanding fake news, how it spreads, its negative effects, and current solutions being investigated. While highlighting topics such as fake news, trending conspiracy theories, media distrust, political warfare, and detection methods, this book is ideally intended for practitioners, stakeholders, researchers, academicians, and students interested in the continuing surge of fake news and its, at times, dangerous results.

Download or read book Fact Check Handbook written by Viet-Phuong La and published by VnZone. This book was released on with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Fact Check Handbook: Navigating the Truth in the Age of Misinformation" is a comprehensive guide that equips readers with the tools and knowledge to navigate the complex landscape of information and combat the spread of misinformation. In an era where misinformation has significant consequences, this book empowers individuals to become savvy fact-checkers. The book begins by highlighting the importance of fact-checking and the detrimental impact of misinformation on society. It then dives into the fundamental aspects of reliable sources, teaching readers how to evaluate source credibility and identify reputable news outlets. Readers learn effective research techniques, from utilizing search engines to navigating databases and fact-checking organizations. "Fact Check Handbook" provides a step-by-step fact-checking process, enabling readers to verify information and cross-reference sources for consistency. It equips them with the necessary tools and resources to conduct thorough fact-checking investigations. Readers learn to spot misinformation by recognizing common types, identifying red flags, and detecting logical fallacies. The book addresses fact-checking in different contexts, including politics, health claims, and scientific information. It delves into the impact of social media on the spread of misinformation and provides strategies for fact-checking in the digital age. Readers gain insights into navigating platforms like Facebook, Twitter, and YouTube, as well as combating echo chambers and filter bubbles. Ethical considerations are emphasized throughout the book, highlighting the importance of transparency, fairness, and minimizing biases in fact-checking. Readers understand the ethical foundations necessary to ensure the integrity and credibility of their fact-checking efforts. "Fact Check Handbook" emphasizes the significance of effectively communicating fact-checking findings. It offers strategies for clear and engaging presentation of results, including impactful communication techniques and the influence of fact-checking on public discourse. The book also explores the role of critical thinking in fact-checking and provides exercises and activities to enhance critical thinking skills. In the concluding chapters, the book recaps key takeaways and empowers readers to take charge as informed fact-checkers. By providing readers with the necessary tools, knowledge, and critical thinking skills, "Fact Check Handbook" equips them to navigate the truth, combat misinformation, and contribute to a more informed and trustworthy information ecosystem.

Download or read book Social Behavioral Modeling for Complex Systems written by Paul K. Davis and published by John Wiley & Sons. This book was released on 2019-04-09 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming. Recent scientific and technological advances have created exciting opportunities for such improvements. However, the book also identifies crucial scientific, ethical, and cultural challenges to be met if social-behavioral modeling is to achieve its potential. Doing so will require new methods, data sources, and technology. The volume discusses these, including those needed to achieve and maintain high standards of ethics and privacy. The result should be a new generation of modeling that will advance science and, separately, aid decision-making on major social and security-related subjects despite the myriad uncertainties and complexities of social phenomena. Intended to be relatively comprehensive in scope, the volume balances theory-driven, data-driven, and hybrid approaches. The latter may be rapidly iterative, as when artificial-intelligence methods are coupled with theory-driven insights to build models that are sound, comprehensible and usable in new situations. With the intent of being a milestone document that sketches a research agenda for the next decade, the volume draws on the wisdom, ideas and suggestions of many noted researchers who draw in turn from anthropology, communications, complexity science, computer science, defense planning, economics, engineering, health systems, medicine, neuroscience, physics, political science, psychology, public policy and sociology. In brief, the volume discusses: Cutting-edge challenges and opportunities in modeling for social and behavioral science Special requirements for achieving high standards of privacy and ethics New approaches for developing theory while exploiting both empirical and computational data Issues of reproducibility, communication, explanation, and validation Special requirements for models intended to inform decision making about complex social systems

Download or read book Navigating Fake News Alternative Facts and Misinformation in a Post Truth World written by Dalkir, Kimiz and published by IGI Global. This book was released on 2020-02-28 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the current day and age, objective facts have less influence on opinions and decisions than personal emotions and beliefs. Many individuals rely on their social networks to gather information thanks to social media’s ability to share information rapidly and over a much greater geographic range. However, this creates an overall false balance as people tend to seek out information that is compatible with their existing views and values. They deliberately seek out “facts” and data that specifically support their conclusions and classify any information that contradicts their beliefs as “false news.” Navigating Fake News, Alternative Facts, and Misinformation in a Post-Truth World is a collection of innovative research on human and automated methods to deter the spread of misinformation online, such as legal or policy changes, information literacy workshops, and algorithms that can detect fake news dissemination patterns in social media. While highlighting topics including source credibility, share culture, and media literacy, this book is ideally designed for social media managers, technology and software developers, IT specialists, educators, columnists, writers, editors, journalists, broadcasters, newscasters, researchers, policymakers, and students.

Download or read book Detecting and Mitigating AI Generated Misinformation written by Rosey Press and published by Independently Published. This book was released on 2024-07-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of AI-generated content has become a significant concern in recent years, particularly in the context of elections. Deepfakes, which are highly realistic videos created using artificial intelligence, have the potential to spread misinformation and manipulate public opinion. This trend highlights the need for robust measures to detect and mitigate the spread of AI-generated disinformation in political campaigns. AI-generated political propaganda is another growing concern, as it can be used to manipulate public perception of candidates and sway voter opinions. The use of AI in creating fake news articles and social media posts has become increasingly sophisticated, making it difficult for the average person to discern what is true and what is false. Professionals in the field of disinformation detection must stay vigilant in order to combat this threat to democracy. In addition to political propaganda, AI-generated content is also being used to spread misinformation in other sectors such as healthcare, finance, entertainment, education, cybersecurity, climate change, and international relations. In the healthcare industry, for example, AI-generated disinformation can lead to dangerous misconceptions about treatments and prevention methods. In finance, AI can be used to manipulate stock prices and create false narratives about companies. The implications of AI-generated disinformation in these sectors are far-reaching and require immediate attention. Professionals working in the field of disinformation detection must develop innovative strategies to combat the spread of AI-generated content. This may involve developing advanced algorithms to detect deepfakes, monitoring social media platforms for suspicious activity, and collaborating with experts in various industries to identify and debunk false information. By staying ahead of the curve and adapting to the changing landscape of AI-generated content, professionals can help protect society from the harmful effects of misinformation. In conclusion, the rise of AI-generated content presents new challenges for professionals in the field of disinformation detection. From political propaganda to healthcare misinformation, the spread of AI-generated disinformation has the potential to cause serious harm to society. By developing robust measures to detect and mitigate the spread of false information, professionals can help safeguard the integrity of elections, protect public health, and ensure the reliability of information in various sectors. It is imperative that professionals in this field remain vigilant and proactive in their efforts to combat the spread of AI-generated content.

Download or read book Detecting Deception written by Amanda Sturgill and published by Rowman & Littlefield. This book was released on 2020-08-20 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching fact checking and verification is an essential part of journalism education. When a confusing media environment includes statements like “Truth is not truth” and “The president offered alternative facts,” students need to go beyond traditional reporting standards. They need to be trained to consider the presentation of reality in deciding if a statement is misleading or patently false. Detecting Deception applies the concepts of logical argumentation to supplement the verification techniques that are the stock and trade of any media professional. Pithy and practical, Amanda Sturgill draws from present day news examples to help students recognize the most common bad arguments people make. Detecting Deception is an essential tool for training future journalists to build stories that recognize faulty arguments and hold their subjects to a higher standard.