Auditing Algorithms
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Auditing Algorithms
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Author : Danaë Metaxa
language : en
Publisher:
Release Date : 2021
Auditing Algorithms written by Danaë Metaxa and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Algorithms categories.
In this work, the authors present an overview of the algorithm audit methodology. They include the history of audit studies in the social sciences from which this method is derived; a summary of key algorithm audits over the last two decades in a variety of domains such as health, politics, and discrimination.
Algorithm Audit Why What And How
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Author : Biagio Aragona
language : en
Publisher: Routledge
Release Date : 2021-08-02
Algorithm Audit Why What And How written by Biagio Aragona and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-02 with Social Science categories.
Seeking to increasing the social awareness of citizens, institutions, and corporations with regard to the risks presented by the acritical use of algorithms in decision-making, this book explains the rationale and the methods of algorithm audit. Interdisciplinary in approach, it provides a systematic overview of the subject, supplying readers with clear definitions and practical tools for the audit of algorithms, while also taking account of the political, business, and vocational obstacles to the development of this new field. As such, it constitutes an essential resource for students and researchers across the social sciences and humanities, as well as for professionals and policymakers, with concerns about the social consequences of algorithmic decision-making.
Cloud Computing Data Auditing Algorithm
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Author : Manjur Kolhar
language : en
Publisher: Notion Press
Release Date : 2017-05-09
Cloud Computing Data Auditing Algorithm written by Manjur Kolhar and has been published by Notion Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-09 with Computers categories.
Many Cloud data auditing algorithms have been proposed to maintain the integrity and privacy of data held in the Cloud. In this book, we present a survey of the state of the art and research of Cloud data auditing techniques with a brief introduction of the basic cloud computing concepts, its architecture and security issues. This book presents an overview of the various methods presently used to perform Cloud data auditing, mostly focusing on integrity and privacy.
Continuous Auditing With Ai In The Public Sector
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Author : Lourens J. Erasmus
language : en
Publisher: CRC Press
Release Date : 2024-09-18
Continuous Auditing With Ai In The Public Sector written by Lourens J. Erasmus and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-18 with Business & Economics categories.
The effectiveness of internal audit activities is important for the sustainability of change in the public sector. In this sense, the tools and techniques used and the level of competencies of public sector auditors are decisive. This book deals with the effects of current technological developments in the public sector on auditing and risk management activities. Therefore, it is a resource for public internal auditors to create a digital audit strategy based on artificial intelligence (AI) and blockchain-based applications. Institutionalisation of their structures is important for public sector internal auditors. For this, basic requirements, future expectations, and best practices are explained. The digital business model is presented to produce value-added audit findings and outputs that guide public internal auditors and all digital-era stakeholders. This book is a pioneering work based on continuous auditing/continuous monitoring approaches using various AI and blockchain-based tools and techniques. There is nothing more valuable to the success of a public internal auditor than a detailed understanding of the business. The important lesson in developing business knowledge, especially in the new audit universe emerging with digital transformation, is that all auditors must understand that they never finish learning about business processes, risks, and control points in the digital era. They must constantly push themselves to be motivated and learn about the business operations they audit to implement new audit approaches powered by AI. In addition to obtaining up-to-date business information from process owners and stakeholders, public auditors responsible for conducting an AI-based continuous audit programme should also look inside their departments for a different perspective on business information that impacts continuous audit programme phase details and has the potential to add value. It should be noted that the additional source of information begins with your individual audit experience, digital skills, and qualifications.
Algorithms And Subjectivity
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Author : Eran Fisher
language : en
Publisher: Routledge
Release Date : 2022-01-26
Algorithms And Subjectivity written by Eran Fisher and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-26 with Computers categories.
In this thought-provoking volume, Eran Fisher interrogates the relationship between algorithms as epistemic devices and modern notions of subjectivity. Over the past few decades, as the instrumentalization of algorithms has created knowledge that informs our decisions, preferences, tastes, and actions, and the very sense of who we are, they have also undercut, and arguably undermined, the Enlightenment-era ideal of the subject. Fisher finds that as algorithms enable a reality in which knowledge is created by circumventing the participation of the self, they also challenge contemporary notions of subjectivity. Through four case-studies, this book provides an empirical and theoretical investigation of this transformation, analyzing how algorithmic knowledge differs from the ideas of critical knowledge which emerged during modernity – Fisher argues that algorithms create a new type of knowledge, which in turn changes our fundamental sense of self and our concept of subjectivity. This book will make a timely contribution to the social study of algorithms and will prove especially valuable for scholars working at the intersections of media and communication studies, internet studies, information studies, the sociology of technology, the philosophy of technology, and science and technology studies.
Algorithm Bias Systems
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Author : Orin Brightfield
language : en
Publisher: Publifye AS
Release Date : 2025-05-05
Algorithm Bias Systems written by Orin Brightfield and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-05 with Computers categories.
Algorithm Bias Systems explores the pervasive issue of algorithmic bias, revealing how these systems can perpetuate and amplify societal inequalities. Far from being neutral, algorithms used in areas like hiring and criminal justice often reflect existing biases in data, leading to unfair outcomes. For instance, search algorithms can reinforce stereotypes, while AI-driven hiring processes may discriminate against certain groups due to biased training data. The book argues that algorithmic bias isn't a mere technical glitch but a systemic problem rooted in flawed design and a lack of diverse perspectives. The book takes a comprehensive approach, starting with the fundamental concepts of algorithmic bias and its manifestations. It then delves into specific examples, such as biased search results and discriminatory hiring practices. The analysis extends to the use of algorithms in criminal justice, highlighting how they can perpetuate racial disparities in sentencing. Throughout its chapters, the book uses case studies, empirical research, and statistical analysis to support its arguments, drawing from real-world datasets to illustrate the impact of bias. Ultimately, Algorithm Bias Systems aims to provide practical strategies for mitigating bias, including algorithm auditing, data diversification, and ethical guidelines for AI development. This makes the book uniquely valuable, offering insights for policymakers, data scientists, and anyone concerned about the societal implications of AI and the quest for algorithmic fairness.
Algorithmic Reason
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Author : Claudia Aradau
language : en
Publisher: Oxford University Press
Release Date : 2022-04-25
Algorithmic Reason written by Claudia Aradau and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-25 with Political Science categories.
This is an open access title available under the terms of a CC BY-NC-ND 4.0 International licence. It is free to read at Oxford Scholarship Online and offered as a free PDF download from OUP and selected open access locations. Are algorithms ruling the world today? Is artificial intelligence making life-and-death decisions? Are social media companies able to manipulate elections? As we are confronted with public and academic anxieties about unprecedented changes, this book offers a different analytical prism through which these transformations can be explored. Claudia Aradau and Tobias Blanke develop conceptual and methodological tools to understand how algorithmic operations shape the government of self and other. They explore the emergence of algorithmic reason through rationalities, materializations, and interventions, and trace how algorithmic rationalities of decomposition, recomposition, and partitioning are materialized in the construction of dangerous others, the power of platforms, and the production of economic value. The book provides a global trandisciplinary perspective on algorithmic operations, drawing on qualitative and digital methods to investigate controversies ranging from mass surveillance and the Cambridge Analytica scandal in the UK to predictive policing in the US, and from the use of facial recognition in China and drone targeting in Pakistan to the regulation of hate speech in Germany.
Decision And Game Theory For Security
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Author : Jie Fu
language : en
Publisher: Springer Nature
Release Date : 2023-12-28
Decision And Game Theory For Security written by Jie Fu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-28 with Computers categories.
This book constitutes the refereed proceedings of the 14th International Conference on Decision and Game Theory for Security, GameSec 2023, held in Avignon, France, during October 18–20, 2023. The 19 full papers and 4 short papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in topical sections as follows: Mechanism design and imperfect information, Security Games, Learning in security games, Cyber deception, Economics of security, Information and privacy and Short articles.
A Companion To Digital Ethics
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Author : Luciano Floridi
language : en
Publisher: John Wiley & Sons
Release Date : 2025-10-13
A Companion To Digital Ethics written by Luciano Floridi 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 2025-10-13 with Philosophy categories.
A compilation of cutting-edge, comprehensive insights into digital ethics from leading scholars As digital technologies shape every aspect of today's society, ethical considerations have never been more pressing. In A Companion to Digital Ethics, editors Luciano Floridi and Mariarosaria Taddeo bring together leading experts to analyse key ethical challenges posed by artificial intelligence, privacy, cybersecurity, cyberwarfare, sustainability, digital consent, and many other topics. With a multidisciplinary approach, this authoritative volume introduces all the relevant topics in digital ethics clearly and accessibly, integrating insights from philosophy, law, computer science, and the social sciences. Unlike other collections that focus on specialised research or introductory overviews, this Companion strikes a critical balance—offering a systematic, comprehensive, simple yet rigorous examination of digital ethics that is both conceptually rich and practically relevant. Each chapter can be read as part of the whole or independently. Throughout the book, the contributing authors equip the reader with diverse perspectives for navigating ethical dilemmas in the evolving digital landscape, with an essential list of references and further readings. Integrating real-world examples and case studies throughout, A Companion to Digital Ethics: Explores the ethical value and implications of digital technologies and their applications Offers clear and precise analysis of both current and potential ethical challenges Includes discussions of ethical issues in contexts of technology governance and digital law Helps professionals and policymakers implement ethical principles in AI and digital technologies Contains authoritative and cutting-edge chapters, edited by two leading experts in digital ethics Whether used in academic courses or professional discussions on responsible digital innovation, A Companion to Digital Ethics is an essential guide to understanding and addressing the ethical questions of the digital age. It is a must-have resource for undergraduate and postgraduate students in any academic discipline, as well as policymakers and practitioners seeking to implement ethical frameworks for emerging technologies.
Cloud Computing Solutions
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Author : Souvik Pal
language : en
Publisher: John Wiley & Sons
Release Date : 2022-05-11
Cloud Computing Solutions written by Souvik Pal 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 2022-05-11 with Computers categories.
CLOUD COMPUTING SOLUTIONS The main purpose of this book is to include all the cloud-related technologies in a single platform, so that researchers, academicians, postgraduate students, and those in the industry can easily understand the cloud-based ecosystems. This book discusses the evolution of cloud computing through grid computing and cluster computing. It will help researchers and practitioners to understand grid and distributed computing cloud infrastructure, virtual machines, virtualization, live migration, scheduling techniques, auditing concept, security and privacy, business models, and case studies through the state-of-the-art cloud computing countermeasures. This book covers the spectrum of cloud computing-related technologies and the wide-ranging contents will differentiate this book from others. The topics treated in the book include: The evolution of cloud computing from grid computing, cluster computing, and distributed systems; Covers cloud computing and virtualization environments; Discusses live migration, database, auditing, and applications as part of the materials related to cloud computing; Provides concepts of cloud storage, cloud strategy planning, and management, cloud security, and privacy issues; Explains complex concepts clearly and covers information for advanced users and beginners. Audience The primary audience for the book includes IT, computer science specialists, researchers, graduate students, designers, experts, and engineers who are occupied with research.