This book comprehensively covers the principles of Risk-based vulnerability management (RBVM) – one of the most challenging tasks in cybersecurity -- from the foundational mathematical models to building your own decision engine to identify, mitigate, and eventually forecast the vulnerabilities that pose the greatest threat to your organization. You will learn: how to structure data pipelines in security and derive and measure value from them; where to procure open-source data to better your organization’s pipeline and how to structure it; how to build a predictive model using vulnerability data; how to measure the return on investment a model in security can yield; which organizational structures and policies work best, and how to use data science to detect when they are not working in security; and ways to manage organizational change around data science implementation. You’ll also be shown real-world examples of how to mature an RBVM program and will understand how to prioritize remediation efforts based on which vulnerabilities pose the greatest risk to your organization. The book presents a fresh approach, rooted in risk management, and taking advantage of rich data and machine learning, helping you focus more on what matters and ultimately make your organization more secure with a system commensurate to the scale of the threat. This is a timely and much-needed book for security managers and practitioners who need to evaluate their organizations and plan future projects and change. Students of cybersecurity will also find this a valuable introduction on how to use their skills in the enterprise workplace to drive change.

Martha Albertson Fineman’s earlier work developed a theory of inevitable and derivative dependencies as a way of problematizing the core assumptions underlying the ’autonomous’ subject of liberal law and politics in the context of US equality discourse. Her ’vulnerability thesis’ represents the evolution of that earlier work and situates human vulnerability as a critical heuristic for exploring alternative legal and political foundations. This book draws together major British and American scholars who present different perspectives on the concept of vulnerability and Fineman's ’vulnerability thesis’. The contributors include scholars who have thought about vulnerability in different ways and contexts prior to encountering Fineman’s work, as well as those for whom Fineman’s work provided an introduction to thinking through a vulnerability lens. This collection demonstrates the broad and intellectually exciting potential of vulnerability as a theoretical foundation for legal and political engagements with a range of urgent contemporary challenges. Exploring ways in which vulnerability might provide a new ethical foundation for law and politics, the book will be of interest to the general reader, as well as academics and students in fields such as jurisprudence, philosophy, legal theory, political theory, feminist theory, and ethics.

Written by Kirsten Koepsel, a lawyer and engineer whose work has focused on aviation cybersecurity, Supply Chain Vulnerabilities Impacting Commercial Aviation addresses the big question facing aircraft manufacturers today: keep the work in house or outsource it? The ongoing battle between cost cutting and supply-chain control is ever more visible as aircraft OEMs have full order books and tight delivery schedules. Since the 1980s, commercial aviation, like many other industries, looked for ways of more economically sourcing parts and services. The new partnerships between OEMs and suppliers at multiple levels, did make the industry nimbler and more ?exible. Yet, it also introduced a higher level of instability, risks and vulnerabilities to the aviation ecosystem. Supply Chain Vulnerabilities Impacting Commercial Aviation discusses the differences in requirements depending on the buyer of the aircraft (governmental or not), ranging from delivery delays to risks linked to cybersecurity and the Internet of Things (IoT), including possible problems with faulty sensors and counterfeit parts. The book also analyses the consequences of not having visibility into lower-tier suppliers, and how prepared they are when it comes to possible disruptions such as earthquakes or political unrest.

Representing Vulnerabilities in Contemporary Literature includes a collection of essays exploring the ways in which recent literary representations of vulnerability may problematize its visibilization from an ethical and aesthetic perspective. Recent technological and scientific developments have accentuated human vulnerability in many and different ways at a cross-national, and even cross-species level. Disability, technological, and ecological vulnerabilities are new foci of interest that add up to gender, precarity and trauma, among others, as forms of vulnerability in this volume. The literary visualization of these vulnerabilities might help raise social awareness of one’s own vulnerabilities as well as those of others so as to bring about global solidarity based on affinity and affect. However, the literary representation of forms of vulnerability might also deepen stigmatization phenomena and trivialize the spectacularization of vulnerability by blunting readers’ affective response towards those products that strive to hold their attention and interest in an information-saturated, global entertainment market.

"Novel technologies and scientific advancements offer not only opportunities but risks. Technological systems are vulnerable to human error and technical malfunctioning that have far-reaching consequences: one flipped switch can cause a cascading power failure across a networked electric grid. Yet, once addressed, vulnerability accompanied by coping mechanisms may yield a more flexible and resilient society. This book investigates vulnerability, in both its negative and positive aspects, in technological cultures. The contributors argue that viewing risk in terms of vulnerability offers a novel approach to understanding the risks and benefits of science and technology. Such an approach broadens conventional risk analysis by connecting to issues of justice, solidarity, and livelihood, and enabling comparisons between the global north and south. The book explores case studies that range from agricultural practices in India to neonatal intensive care medicine in Western hospitals; these cases, spanning the issues addressed in the book, illustrate what vulnerability is and does. The book offers conceptual frameworks for empirical description and analysis of vulnerability that elucidate its ambiguity, context dependence, and constructed nature. Finally, the book addresses the implications of these analyses for the governance of vulnerability, proposing a more reflexive way of dealing with vulnerability in technological cultures"--

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Vulnerability and Data Protection Law offers a rich analysis of the meaning of 'data subjects' and 'vulnerability' within the context of the General Data Protection Regulation. It seeks to reconceptualise data subjects' vulnerability in the digital age and to promote a 'vulnerability-aware' interpretation of the GDPR.

This latest Fifth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC) will again form the standard reference for all those concerned with climate change and its consequences, including students, researchers and policy makers in environmental science, meteorology, climatology, biology, ecology, atmospheric chemistry and environmental policy.

Qualitative Researcher Vulnerability provides conceptual, experiential, and practical insights into the vulnerability of the qualitative researcher. Compared to participants’ vulnerability, researcher vulnerability has seen limited attention in the qualitative research process, but yet it is an important consideration. Drawing on an interdisciplinary group of authors—across criminology, education, feminisms, geography, health, kinesiology, nursing, management and organisation, policy, political science, psychology, sociology, and qualitative inquiry writ broad—the book explores the ways in which we might understand and work with researcher vulnerability, most notably in relation to ethics, risk, empathy, emotion, and power. Ultimately, the authors suggest researcher vulnerability is a vital component of our research practices throughout the research process, for emerging as well as experienced researchers. Whilst researcher vulnerability can be something to protect against, it is also something to be aware of, explore, learn from, work with, and at times (and with care and consideration) embrace. This book is suitable for undergraduate, postgraduate students, and emerging and established researchers who are utilising qualitative research. It will be especially useful for researchers examining (potentially) sensitive topics, or for those who wish to develop more responsive, responsible, ethical, or reciprocal approaches to qualitative practices.