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A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.
Drs. Pelton and Singh warn of the increasing risks of cybercrime and lay out a series of commonsense precautions to guard against individual security breaches. This guide clearly explains the technology at issue, the points of weakness and the best ways to proactively monitor and maintain the integrity of individual networks. Covering both the most common personal attacks of identity fraud, phishing, malware and breach of access as well as the larger threats against companies and governmental systems, the authors explain the vulnerabilities of the internet age. As more and more of life's transactions take place online, the average computer user and society at large have a lot to lose. All users can take steps to secure their information. Cybercrime is so subtle and hidden, people can ignore the threat until it is too late. Yet today about every three seconds a person is hit by some form of cyber attack out of the blue. Locking the “cyber-barn door” after a hacker has struck is way too late. Cyber security, cyber crime and cyber terrorism may seem to be intellectual crimes that don't really touch the average person, but the threat is real. Demystifying them is the most important step and this accessible explanation covers all the bases.
Outlines the three major categories of cyber attack: personal attacks, such as malware installation or identity theft; attacks on company or community infrastructure; and attacks on a national government.
Protect and Maximize Your Company's Digital Assets>P> Security is a critical concern for every company, organization, and institution, regardless of their size or activity. In this timely book, leading security and privacy expert Thomas J. Parenty demystifies computer and network security for non-technical managers-taking them beyond hackers, firewalls, and virus protection to outline a holistic approach to information security that promotes business growth. Drawing from more than twenty years of experience in the computer security and cryptography fields, Parenty introduces the "Trust Framework," a unique and straightforward approach to developing and implementing a corporate security process. The Trust Framework is based on two core principles: 1) every technology choice must be closely linked to a company's overall mission and specific business activities; and 2) a company needs to show its partners and customers why they should have trust in their electronic business transactions. Parenty guides managers in clearly articulating their specific business requirements, selecting the appropriate security technologies, and building an organizational environment that promotes and nurtures trust. An entirely new era of information security is underway-and it is changing the rules of business for every industry. Digital Defense guides managers in implementing security solutions that both protect their firms' current digital assets-and pave the way for future business innovation. " Digital Defense is an important book whose message is: Pay attention to information security! Tom Parenty offers a balanced and detailed assessment of why information security is such a critical priority and concisely lays out practical steps toward better protecting your assets. This book is compelling for the general reader and the IT specialist alike." -Karen Sutter, Director, Business Advisory Services, US-China Business Council " Digital Defense is an important book with a powerful message on information security issues. Non-technical executives, whose organizations are increasingly dependent on information systems, would do well to read this book." -Seymour E. Goodman, Professor, Georgia Institute of Technology "In this exceptionally well-written and readable book, Tom Parenty explains the need to tie security to business objectives and organizational missions. Unlike any other book in the market, Digital Defense guides readers through security valuation and introduces a trust framework companies can follow to ensure that organization and partner assets are protected." -Daryl F. Eckard, EDS Director, Security and Privacy Professional Services
Bringing together philosophies of the maternal with digital technology may appear to be an arbitrary pairing. However, reading them intertextually through select creative practices reveals how both encompass an aesthetics of interruption that becomes a novel means of understanding subjectivity. EL Putnam investigates how the digital performances of certain artists, creators, and technologists rupture existing representations of the maternal, taking advantage of the formal properties of digital media. What results are interruptions of visual and aural constructions through an immanent merging of the performing body with digital technologies. Putnam bases her analysis on close examinations of the way certain makers use the formal properties of digital imagery, such as the gap, the glitch, and the lag, as means of rendering images of the maternal uncanny in order to challenge mediation, constituting an aesthetics of interruption. The result is a radical critical strategy for engaging with digital technology and subsequent understandings of the subject that defy current modes of assimilation.
This readable and engaging book will help managers and executives understand the major trends affecting digital technology so they are prepared to make the right decisions for their organisation. With case studies, and practical guidance, it’s split into short sections you can dip into at any time.
This handbook provides an authoritative and cutting-edge overview of current research and trends related to the emerging field of digital technology and social work. This book is divided into six sections: Reframing Social Work in a Digital Society Shaping a Science of Social Work in the Digital Society Digital Social Work in Practice The Ethics of Digital Social Work Digital Social Work and the Digitalization of Welfare Institutions: Opportunities, Challenges and Country Cases Digital Social Work: Future Challenges, Directions and Transformations This book, comprised of 40 specially commissioned chapters, explores the main intersections between social work theory and practice in an increasingly digitized world. Bringing a critical focus to how social work as a profession is adapting exponentially to embrace the benefits of technology, it gives specific consideration to the digitalization of the social work profession, including the ways in which social workers are using different forms of technology to provide effective services and innovative practice responses. With chapters on big data, digital archiving, e-citizenship and inclusion, gerontechnology, children and technology, and data ethics, this book will be of interest to all social work scholars, students and professionals as well as those working in science and technology studies more broadly.
Despite the increasing influence of data technologies on our world, many people still lack a profound understanding of what this ›datafication‹ means for their lives and our societies. Ina Sander argues that this knowledge gap cannot be addressed by digital skills alone, but that more critical and empowering approaches are needed. Through a review of existing literacies, an analysis of established education concepts, and empirical research on online educational resources about datafication, she develops a framework for »critical datafication literacy«. Novel insights on the design strategies, pedagogical methods and challenges of practitioners who foster such education add to her analysis.
Algorithms are not to be regarded as a technical structure but as a social phenomenon - they embed themselves, currently still very subtle, into our political and social system. Algorithms shape human behavior on various levels: they influence not only the aesthetic reception of the world but also the well-being and social interaction of their users. They act and intervene in a political and social context. As algorithms influence individual behavior in these social and political situations, their power should be the subject of critical discourse - or even lead to active disobedience and to the need for appropriate tools and methods which can be used to break the algorithmic power.