Download or read book AI Ethical Issues and Explainability Applied Biometrics written by KC Santosh and published by Springer Nature. This book was released on 2022-08-24 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI has contributed a lot and biometrics is no exception. To make AI solutions commercialized/fully functional, one requires trustworthy and explainable AI (XAI) solutions while respecting ethical issues. Within the scope of biometrics, the book aims at both revisiting ethical AI principles by taking into account state-of-the-art AI-guided tools and their responsibilities i.e., responsible AI. With this, the long-term goal is to connect with how we can enhance research communities that effectively integrate computational expertise (with both explainability and ethical issues). It helps combat complex and elusive global security challenges that address our national concern in understanding and disrupting the illicit economy.

Download or read book AI Ethical Issues and Explainability Applied Biometrics written by KC Santosh and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI has contributed a lot and biometrics is no exception. To make AI solutions commercialized/fully functional, one requires trustworthy and explainable AI (XAI) solutions while respecting ethical issues. Within the scope of biometrics, the book aims at both revisiting ethical AI principles by taking into account state-of-the-art AI-guided tools and their responsibilities i.e., responsible AI. With this, the long-term goal is to connect with how we can enhance research communities that effectively integrate computational expertise (with both explainability and ethical issues). It helps combat complex and elusive global security challenges that address our national concern in understanding and disrupting the illicit economy.`.

Download or read book Ethics of Artificial Intelligence written by Francisco Lara and published by Springer Nature. This book was released on 2024-01-01 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the reader with a comprehensive and structured understanding of the ethics of Artificial Intelligence (AI). It describes the main ethical questions that arise from the use of AI in different areas, as well as the contribution of various academic disciplines such as legal policy, environmental sciences, and philosophy of technology to the study of AI. AI has become ubiquitous and is significantly changing our lives, in many cases, for the better, but it comes with ethical challenges. These challenges include issues with the possibility and consequences of autonomous AI systems, privacy and data protection, the development of a surveillance society, problems with the design of these technologies and inequalities in access to AI technologies. This book offers specialists an instrument to develop a rigorous understanding of the main debates in emerging ethical questions around AI. The book will be of great relevance to experts in applied and technology ethics and to students pursuing degrees in applied ethics and, more specifically, in AI ethics.

Download or read book Towards Ethical and Socially Responsible Explainable AI written by Mohammad Amir Khusru Akhtar and published by Springer Nature. This book was released on with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Ethics in the AI Technology and Information Age written by Michael Boylan and published by Rowman & Littlefield. This book was released on 2022-05-11 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasingly, technology, the Internet and social media are playing a major part in our lives. What should we think about the ethical issues that arise, such as the changing role of intelligent machines in this Information Age? The impact of technology upon society is a perennial question, but the power of computing and artificial intelligence has ratcheted up the ethical implications of this relationship. It merits careful consideration. Ethics in the AI, Technology, and Information Age brings together a cohort of international scholars to explore the ethical ramifications of the latest technologies and their effects on our lives. This it does in three parts: (1) theoretical considerations, (2) practical applications, and (3) challenges. Beginning with theoretical essays, the book investigates the relationship between technology and nature, the limits of being “human” versus “machine,” and the moral implications of artificial intelligence. The book then examines key questions; such as ownership of technology, artificial intelligence’s replacement of human jobs and functions, privacy and cybersecurity, the ethics of self-driving cars, and the problematic aspects of drone warfare. With an appendix of films and documentaries to inspire further discussion on these topics, students and scholars will find Ethics in the AI, Technology, and Information Age an essential and engaging resource both in the classroom and in their daily technology-filled lives.

Download or read book The Ethics Of Artificial Intelligence Balancing Benefits and Risks written by Muzaffar Munshi and published by Muzaffar Munshi. This book was released on 2023-05-13 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the ethical concerns surrounding the development and deployment of artificial intelligence (AI) in modern society. It provides an in-depth analysis of the potential benefits and risks associated with AI, highlighting the importance of balancing these factors to ensure that AI is used ethically and responsibly. The book covers a wide range of topics related to AI ethics, including the definition of AI, ethical concerns surrounding AI, the importance of balancing benefits and risks, and potential unintended consequences or catastrophic outcomes. It also delves into specific ethical issues such as bias and discrimination in AI decision-making, privacy and security concerns, fairness and equity, and the regulation and governance of AI development and deployment. The book provides valuable insights into approaches to managing ethical concerns in AI, with case studies of successful implementation of ethical AI practices. It also outlines challenges and opportunities for balancing benefits and risks and discusses future directions for research and development in ethical AI. This book is an essential resource for policymakers, businesses, and individuals concerned about the ethical implications of AI. It provides a comprehensive overview of the current state of AI ethics and offers practical guidance for ensuring that AI is used ethically and responsibly.

Download or read book Ethical Issues in AI for Bioinformatics and Chemoinformatics written by Yashwant V. Pathak and published by CRC Press. This book was released on 2023-11-14 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique volume presents AI in relation to ethical points of view in handling big data sets. Issues such as algorithmic biases, discrimination for specific patterns and privacy breaches may sometimes be skewed to affect research results so that certain fields to appear more appealing to funding agencies. The discussion on the ethics of AI is highly complex due to the involvement of many international stakeholders such as the UN, OECD, parliaments, industry groups, professional bodies, and individual companies. The issue of reliability is addressed including the emergence of synthetic life, 5G networks, intermingling of human artificial intelligence, nano-robots and cyber security tools. Features Discusses artificial intelligence and ethics, the challenges and opportunities Presents the issue of reliability in the emergence of synthetic life, 5G networks, intermingling of human artificial intelligence, nano-robots, and cyber security tools Ethical responsibility and reasoning for using AI in Big Data Addresses practicing medicine and ethical issues when applying artificial intelligence

Download or read book Investigating the Impact of AI on Ethics and Spirituality written by Chakraborty, Swati and published by IGI Global. This book was released on 2023-10-04 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is beginning to appear in everything from writing, social media, and business to wartime or intelligence strategy. With so many applications in our everyday lives and in the systems that run them, many are demanding that ethical implications are considered before any one application of AI goes too far and causes irreparable damage to the personal data or operations of individuals, governments, and organizations. For instance, AI that is fed data sets that are influenced by human data collection method biases may be perpetuating societal biases with implicit bias that can create serious consequences. Applications of AI with implicit bias on recidivism prediction models as well as medical algorithms have shown biases against certain racial or ethnic groups, leading to actual discrimination in treatment by the legal system and the medical systems. Regulatory groups may identify the bias in AI but not the source of the bias, making it difficult to determine who to hold accountable. Lack of dataset and programming transparency can be problematic when AI systems are used to make significant decisions, and as AI systems become more advanced, questions arise regarding responsibility for the results of their implementation and the regulation thereof. Research on how these applications of AI are affecting interpersonal and societal relationships is important for informing much-needed regulatory policies. Investigating the Impact of AI on Ethics and Spirituality focuses on the spiritual implications of AI and its increasing presence in society. As AI technology advances, it raises fundamental questions about our spiritual relationship with technology. This study emphasizes the need to examine the ethical considerations of AI through a spiritual lens and to consider how spiritual principles can inform its development and use. This book covers topics such as data collection, ethical issues, and AI and is ideal for educators, teacher trainees, policymakers, academicians, researchers, curriculum developers, higher-level students, social activists, and government officials.

Download or read book XAI Based Intelligent Systems for Society 5 0 written by Fadi Al-Turjman and published by Elsevier. This book was released on 2023-11-01 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: XAI Based Intelligent Systems for Society 5.0 focuses on the development and analysis of Explainable Artificial Intelligence (XAI)-based models and intelligent systems that can be utilized for Society 5.0—characterized by a knowledge intensive, data driven, and non-monetary society. The book delves into the issues of transparency, explainability, data fusion, and interpretability, which are significant for the development of a super smart society and are addressed through XAI-based models and techniques. XAI-based deep learning models, fuzzy and hybrid intelligent systems, expert systems, and intrinsic explainable models in the context of Society 5.0 are presented in detail. The book also addresses—using XAI-based intelligent techniques—the privacy issues intrinsic in storing huge amounts of data or information in virtual space. The concept of Responsible AI, which is at the core of the future direction of XAI for Society 5.0, is also explored in this book. Finally, the application areas of XAI, including relevant case studies, are presented in the concluding chapter. This book serves as a valuable resource for graduate/post graduate students, academicians, analysts, computer scientists, engineers, researchers, professionals, and other personnel working in the area of artificial intelligence, machine learning, and intelligent systems, who are interested in creating a people-centric smart society. Defines the basic terminology and concepts surrounding explainability and related topics to bring coherence to the field Focuses on what techniques are available to improve explainability and how explainability can progress society Offers a broad range of topics, addressing multiple facets of XAI within the context of Society 5.0

Download or read book Responsible AI and Ethical Issues for Businesses and Governments written by Vassileva, Bistra and published by IGI Global. This book was released on 2020-10-16 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research surrounding artificial intelligence (AI) is vast and quite diverse in both its applied and theoretical fields. AI tools and techniques, such as machine learning, data mining, neural networks, and advanced analytics, are evolving at a high speed, creating a consistent need for updated research. This is especially relevant with frequent developments for the application of AI technology in many science and industry sectors. This rapid expansion created a need for research that focuses on the questions surrounding the development of AI such as ethical issues, responsible AI methods and applications, and its widespread implementation. Within the answers to these questions is the prevailing notion that AI should be accountable, explainable, transparent, and fair for all organizations and individuals. Responsible AI and Ethical Issues for Businesses and Governments widens the understanding of AI outside of the “narrow” technical perspective to a broader viewpoint that embraces the links between AI theory, practice, and policy. The chapters in this book discuss the basic philosophical and conceptual foundations of AI and explores the responsible application of AI tools and methods, the moral aspects of AI, practical issues, and responsible AI implementation across a range of industries. While highlighting topics that include digital transformation, ethical competence, information literacy in AI, and the interaction between AI and humans, this book is ideally designed for IT specialists, technology developers, technologists, ethicists, practitioners, stakeholders, academicians, students, and researchers who are interested in learning more about the ethical and responsible use of AI.

Download or read book Biometric Identification Law and Ethics written by Marcus Smith and published by Springer Nature. This book was released on 2021-12-10 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access. This book undertakes a multifaceted and integrated examination of biometric identification, including the current state of the technology, how it is being used, the key ethical issues, and the implications for law and regulation. The five chapters examine the main forms of contemporary biometrics–fingerprint recognition, facial recognition and DNA identification– as well the integration of biometric data with other forms of personal data, analyses key ethical concepts in play, including privacy, individual autonomy, collective responsibility, and joint ownership rights, and proposes a raft of principles to guide the regulation of biometrics in liberal democracies. Biometric identification technology is developing rapidly and being implemented more widely, along with other forms of information technology. As products, services and communication moves online, digital identity and security is becoming more important. Biometric identification facilitates this transition. Citizens now use biometrics to access a smartphone or obtain a passport; law enforcement agencies use biometrics in association with CCTV to identify a terrorist in a crowd, or identify a suspect via their fingerprints or DNA; and companies use biometrics to identify their customers and employees. In some cases the use of biometrics is governed by law, in others the technology has developed and been implemented so quickly that, perhaps because it has been viewed as a valuable security enhancement, laws regulating its use have often not been updated to reflect new applications. However, the technology associated with biometrics raises significant ethical problems, including in relation to individual privacy, ownership of biometric data, dual use and, more generally, as is illustrated by the increasing use of biometrics in authoritarian states such as China, the potential for unregulated biometrics to undermine fundamental principles of liberal democracy. Resolving these ethical problems is a vital step towards more effective regulation.

Download or read book Research on AI Ethics Safety and Security written by Abebe-Bard Ai Woldemariam and published by 1A. This book was released on 2023-12-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on AI Ethics, Safety, and Security: Building a Responsible and Trustworthy Future for AI CONVERSATIONAL CHAT INFORMATIVE BOOK By ABEBE- BARD AI WOLDEMARIAM The book will delve into the critical topics of AI ethics, safety, and security. It will provide in-depth analysis of key ethical concerns surrounding AI development and deployment, covering topics like bias mitigation and fairness, explainable decision-making, and potential safety risks. Additionally, the book will explore advanced techniques for enhancing explainability and transparency, mitigating safety risks, and securing AI systems against vulnerabilities. Cutting-edge research advancements and future directions in these fields will be examined, along with recommendations for policymakers, industry leaders, and researchers to promote responsible AI development and deployment. Real-world case studies will illustrate the importance of these considerations and provide valuable insights. This comprehensive resource will empower readers to understand the ethical, safety, and security implications of AI and contribute to the development of trustworthy AI solutions.

Download or read book Second Generation Biometrics The Ethical Legal and Social Context written by Emilio Mordini and published by Springer Science & Business Media. This book was released on 2012-05-02 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: While a sharp debate is emerging about whether conventional biometric technology offers society any significant advantages over other forms of identification, and whether it constitutes a threat to privacy, technology is rapidly progressing. Politicians and the public are still discussing fingerprinting and iris scan, while scientists and engineers are already testing futuristic solutions. Second generation biometrics - which include multimodal biometrics, behavioural biometrics, dynamic face recognition, EEG and ECG biometrics, remote iris recognition, and other, still more astonishing, applications – is a reality which promises to overturn any current ethical standard about human identification. Robots which recognise their masters, CCTV which detects intentions, voice responders which analyse emotions: these are only a few applications in progress to be developed. This book is the first ever published on ethical, social and privacy implications of second generation biometrics. Authors include both distinguished scientists in the biometric field and prominent ethical, privacy and social scholars. This makes this book an invaluable tool for policy makers, technologists, social scientists, privacy authorities involved in biometric policy setting. Moreover it is a precious instrument to update scholars from different disciplines who are interested in biometrics and its wider social, ethical and political implications.

Download or read book AI and Deep Learning in Biometric Security written by Gaurav Jaswal and published by CRC Press. This book was released on 2021-03-22 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric security such as authentication, indexing, template protection, spoofing attack detection, ROI detection, gender classification etc. This text highlights a showcase of cutting-edge research on the use of convolution neural networks, autoencoders, recurrent convolutional neural networks in face, hand, iris, gait, fingerprint, vein, and medical biometric traits. It also provides a step-by-step guide to understanding deep learning concepts for biometrics authentication approaches and presents an analysis of biometric images under various environmental conditions. This book is sure to catch the attention of scholars, researchers, practitioners, and technology aspirants who are willing to research in the field of AI and biometric security.

Download or read book The Ethics of Artificial Intelligence in Education written by Wayne Holmes and published by Taylor & Francis. This book was released on 2022-08-11 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Ethics of Artificial Intelligence in Education identifies and confronts key ethical issues generated over years of AI research, development, and deployment in learning contexts. Adaptive, automated, and data-driven education systems are increasingly being implemented in universities, schools, and corporate training worldwide, but the ethical consequences of engaging with these technologies remain unexplored. Featuring expert perspectives from inside and outside the AIED scholarly community, this book provides AI researchers, learning scientists, educational technologists, and others with questions, frameworks, guidelines, policies, and regulations to ensure the positive impact of artificial intelligence in learning.

Download or read book The Ethics of Artificial Intelligence written by Américo Moreira and published by Americo Moreira. This book was released on 2023-12-20 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Ethics of Artificial Intelligence is a book that delves into the ethical and moral challenges that arise with the advancement of artificial intelligence. In this book, I examine issues such as the responsibility of AI developers, data privacy, algorithmic bias, and the impact of automation on the labor market. Furthermore, I discuss the ethical implications of emerging technologies, such as AI in autonomous vehicles and the use of AI in justice systems. With an accessible approach and real-world examples, this book is essential reading for those interested in understanding and debating the ethical dilemmas of artificial intelligence. In this book, I also address the importance of establishing ethical guidelines for the development and use of artificial intelligence. I explore the fundamental principles that should guide the creation of responsible and ethical AI systems, such as transparency, fairness, and equity. Additionally, I discuss the need for appropriate regulation and governance to ensure that AI is used ethically and for the benefit of society as a whole. With practical examples and case studies, this book offers a comprehensive insight into promoting ethical and responsible AI. Finally, The Ethics of Artificial Intelligence also examines the social and cultural implications of artificial intelligence. I discuss how AI can impact privacy, security, and individual autonomy, as well as power dynamics and inequality in society. Furthermore, I explore the ethical issues related to the use of AI in areas such as healthcare, education, and security. With a critical and reflective analysis, this book aims to provide a profound understanding of the ethical challenges that artificial intelligence presents and how we can address them responsibly and ethically."

Download or read book Trolley Crash written by Peggy Wu and published by Academic Press. This book was released on 2024-02-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prolific deployment of Artificial Intelligence (AI) across different applications has introduced novel challenges for AI developers and researchers. AI is permeating decision making for the masses, from self-driving automobiles to financial loan approvals. With AI making decisions that have ethical implications, responsibilities are now being pushed to AI designers who may be far-removed from how, where, and when the ethical decisions occur. Ethical Computing for Engineers, Operators, and AI Designers: Key Performance Parameters for Ethical Artificial Intelligence provides audiences with a catalogue of methodologies and perspectives from the most current research in ethical computing, integrating philosophical frameworks and computational approaches to ethical reasoning in the current artificial intelligence landscape, with a specific focus on approaches for developing metrics. Written for AI researchers, ethicists, computer scientists, software engineers, operations researchers, and autonomous systems designers and developers, this will be a welcome reference for those who wish to better understand metrics and measurements related to ethical reasoning in autonomous systems and related computational aspects.