Most applications generate large datasets, like social networking and social influence programs, smart cities applications, smart house environments, Cloud applications, public web sites, scientific experiments and simulations, data warehouse, monitoring platforms, and e-government services. Data grows rapidly, since applications produce continuously increasing volumes of both unstructured and structured data. Large-scale interconnected systems aim to aggregate and efficiently exploit the power of widely distributed resources. In this context, major solutions for scalability, mobility, reliability, fault tolerance and security are required to achieve high performance and to create a smart environment. The impact on data processing, transfer and storage is the need to re-evaluate the approaches and solutions to better answer the user needs. A variety of solutions for specific applications and platforms exist so a thorough and systematic analysis of existing solutions for data science, data analytics, methods and algorithms used in Big Data processing and storage environments is significant in designing and implementing a smart environment. Fundamental issues pertaining to smart environments (smart cities, ambient assisted leaving, smart houses, green houses, cyber physical systems, etc.) are reviewed. Most of the current efforts still do not adequately address the heterogeneity of different distributed systems, the interoperability between them, and the systems resilience. This book will primarily encompass practical approaches that promote research in all aspects of data processing, data analytics, data processing in different type of systems: Cluster Computing, Grid Computing, Peer-to-Peer, Cloud/Edge/Fog Computing, all involving elements of heterogeneity, having a large variety of tools and software to manage them. The main role of resource management techniques in this domain is to create the suitable frameworks for development of applications and deployment in smart environments, with respect to high performance. The book focuses on topics covering algorithms, architectures, management models, high performance computing techniques and large-scale distributed systems.

A Wall Street Journal Bestseller 'IT SHOULD BE READ BY ANYONE TRYING TO MAKE SENSE OF GEOPOLITICS TODAY' FINANCIAL TIMES Three of our most accomplished and deep thinkers come together to explore Artificial Intelligence (AI) and the way it is transforming human society - and what it means for us all. An AI learned to win chess by making moves human grand masters had never conceived. Another AI discovered a new antibiotic by analysing molecular properties human scientists did not understand. Now, AI-powered jets are defeating experienced human pilots in simulated dogfights. AI is coming online in searching, streaming, medicine, education, and many other fields and, in so doing, transforming how humans are experiencing reality. In The Age of AI, three leading thinkers have come together to consider how AI will change our relationships with knowledge, politics, and the societies in which we live. The Age of AI is an essential roadmap to our present and our future, an era unlike any that has come before.

The Future of Open Data flows from a multi-year Social Sciences and Humanities Research Council (SSHRC) Partnership Grant project that set out to explore open government geospatial data from an interdisciplinary perspective. Researchers on the grant adopted a critical social science perspective grounded in the imperative that the research should be relevant to government and civil society partners in the field. This book builds on the knowledge developed during the course of the grant and asks the question, "What is the future of open data?" The contributors' insights into the future of open data combine observations from five years of research about the Canadian open data community with a critical perspective on what could and should happen as open data efforts evolve. Each of the chapters in this book addresses different issues and each is grounded in distinct disciplinary or interdisciplinary perspectives. The opening chapter reflects on the origins of open data in Canada and how it has progressed to the present date, taking into account how the Indigenous data sovereignty movement intersects with open data. A series of chapters address some of the pitfalls and opportunities of open data and consider how the changing data context may impact sources of open data, limits on open data, and even liability for open data. Another group of chapters considers new landscapes for open data, including open data in the global South, the data priorities of local governments, and the emerging context for rural open data.

Top analyst Leslie Gruis's timely new book argues that privacy is an individual right and democratic value worth preserving, even in a cyberized world. Since the time of the printing press, technology has played a key role in the evolution of individual rights and helped privacy emerge as a formal legal concept. All governments exercise extraordinary powers during national security crises. In the United States, many imminent threats during the twentieth century induced heightened government intrusion into the privacy of Americans. The Privacy Act of 1974 and the Foreign Intelligence Surveillance Act (FISA, 1978) reversed that trend. Other laws protect the private information of individuals held in specific sectors of the commercial world. Risk management practices were extended to computer networks, and standards for information system security began to emerge. The National Institute of Standards and Technology (NIST) incorporated many such standards into its Cybersecurity Framework, and is currently developing a Privacy Framework. These standards all contribute to a patchwork of privacy protection which, so far, falls far short of what the U.S. constitutional promise offers and what our public badly needs. Greater privacy protections for U.S. citizens will come as long as Americans remember how democracy and privacy sustain one another, and demonstrate their commitment to them.

ISO/IEC 27001:2022 - An introduction to information security and the ISMS standardThe perfect introduction to the principles of information security management and ISO 27001:2022An ideal resource for anyone wanting a clear, concise and easy-to-read primer on information security, this pocket guide will ensure the ISMS (information security management system) you put in place is effective, reliable and auditable. Written by an acknowledged expert on the ISO/IEC 27001 standard, ISO/IEC 27001:2022 - An introduction to information security and the ISMS standard is an ideal primer for anyone implementing an ISMS aligned to ISO 27001:2022. This must-have resource gives a clear, concise and easy-to-read introduction to information security, providing guidance to ensure the management systems you put in place are effective, reliable and auditable. This pocket guide will help you to: Make informed decisions - Enables key employees to make better decisions before embarking on an information security project. Ensure everyone is up to speed - Gives the non-specialists on the project board and in the project team a clearer understanding of what an ISMS involves, reflecting ISO 27001:2022. Raise awareness among staff - Ensures that your staff know what is at stake with regard to information security and understand what is expected of them. Enhance your competitiveness - Gives you confidence to begin your ISO 27001:2022 implementation journey and let your customers know that the information you hold about them is managed and protected appropriately. Get up to speed with the ISO 27001:2022 updates and keep your information secure

The goals of this book are to provide a comprehensive review of identity policies as they are being implemented in various countries around the world, to consider the key arenas where identity policies are developed and to provide intellectual coherence for making sense of these various activities.

With more than 200 million people online and their numbers on the rise, growing also is a perceived threat to personal privacy. A trend toward consumer protective legislation is developing in Europe and shows signs of developing in the U.S. Frye examines the new online environment, the national and international legislative scenarios that could affect the way online business is done, and proposes steps that would allow organizations to determine the policies best for themselves within privacy-enhanced environments. He lays out the privacy interests and concerns of Internet users in the context of privacy laws in Europe, Canada, and the U.S. Then, without demonizing or lionizing them, he looks impartially at how corporations could and might have to function under a variety of likely legislations. Frye's book, among the first to attempt the task, is a timely, much needed advisory-and warning-for top echelon executives in the public and private sectors both, particularly in marketing and sales, areas where privacy activists are concentrating their efforts. It is also an important source of information and thought for academics and their graduate-level students.

Frye introduces the Internet as a social and technological phenomenon by recounting briefly the early days of its predecessor, ARPANet. In the next chapters he fills in the policy background from a legal standpoint, explaining the thrust toward privacy that emerged through Supreme Court and lower court decisions. He then examines Internet economics, and from there turns to Internet-based advertising. He also covers the controversy over cookies and shows what Web users can do to visit Web sites without leaving crumbs. He introduces the infomediary, a type of organization that could allow consumers to maintain anonymity while still granting businesses access to detailed demographic and behavioral information. Frye describes a range of scenarios that could be played out over the next decade and offers specific steps that organizations can take to improve consumer confidence, maintain the flow of information they need, yet still demonstrate their compliance with consumer expectations as well as the law. Two appendices contain the full text of two documents vital to senior managers mapping their own corporate strategies: the European Union Data Directive and an EU Work Paper on the use of contracts to ensure the security of personally identifiable information that is transferred from the EU to other countries, such as the U.S., that lack their own adequate protections.

Storage Management in Data Centers helps administrators tackle the complexity of data center mass storage. It shows how to exploit the potential of Veritas Storage Foundation by conveying information about the design concepts of the software as well as its architectural background. Rather than merely showing how to use Storage Foundation, it explains why to use it in a particular way, along with what goes on inside. Chapters are split into three sections: An introductory part for the novice user, a full-featured part for the experienced, and a technical deep dive for the seasoned expert. An extensive troubleshooting section shows how to fix problems with volumes, plexes, disks and disk groups. A snapshot chapter gives detailed instructions on how to use the most advanced point-in-time copies. A tuning chapter will help you speed up and benchmark your volumes. And a special chapter on split data centers discusses latency issues as well as remote mirroring mechanisms and cross-site volume maintenance. All topics are covered with the technical know how gathered from an aggregate thirty years of experience in consulting and training in data centers all over the world.

In the world as we know it, you can be attacked both physically and virtually. For today's organisations, which rely so heavily on technology - particularly the Internet - to do business, the latter is the far more threatening of the two. The cyber threat landscape is complex and constantly changing. For every vulnerability fixed, another pops up, ripe for exploitation. This book is a comprehensive cyber security implementation manual which gives practical guidance on the individual activities identified in the IT Governance Cyber Resilience Framework (CRF) that can help organisations become cyber resilient and combat the cyber threat landscape. Suitable for senior directors (CEO, CISO, CIO), compliance managers, privacy managers, IT managers, security analysts and others, the book is divided into six parts: Part 1: Introduction. The world of cyber security and the approach taken in this book. Part 2: Threats and vulnerabilities. A discussion of a range of threats organisations face, organised by threat category, to help you understand what you are defending yourself against before you start thinking about your actual defences. Part 3: The CRF processes. Detailed discussions of each of the 24 CRF processes, explaining a wide range of security areas by process category and offering guidance on how to implement each. Part 4: Eight steps to implementing cyber security. Our eight-step approach to implementing the cyber security processes you need and maintaining them. Part 5: Reference frameworks. An explanation of how standards and frameworks work, along with their benefits. It also presents ten framework options, introducing you to some of the best-known standards and giving you an idea of the range available. Part 6: Conclusion and appendices. The appendices include a glossary of all the acronyms and abbreviations used in this book. Whether you are just starting out on the road to cyber security or looking to enhance and improve your existing cyber resilience programme, it should be clear that cyber security is no longer optional in today's information age; it is an essential component of business success. Make sure you understand the threats and vulnerabilities your organisation faces and how the Cyber Resilience Framework can help you tackle them. Start your journey to cyber security now - buy this book today!

This book includes the proceedings of the fourth workshop on recommender systems in fashion and retail (2022), and it aims to present a state-of-the-art view of the advancements within the field of recommendation systems with focused application to e-commerce, retail, and fashion by presenting readers with chapters covering contributions from academic as well as industrial researchers active within this emerging new field. Recommender systems are often used to solve different complex problems in this scenario, such as product recommendations, size and fit recommendations, and social media-influenced recommendations (outfits worn by influencers).

This text introduces the concepts of information warfare from a non-military, organizational perspective. It is designed to stimulate managers to develop policies, strategies, and tactics for the aggressive use and defence of their data and knowledge base. The book covers the full gambit of information warfare subjects from the direct attack on computer systems to the more subtle psychological technique of perception management. It provides the framework needed to build management strategies in this area. The topics covered include the basics of information warfare, corporate intelligence systems, the use of deception, security of systems, modes of attack, a methodology to develop defensive measures, plus specific issues associated with information warfare.
This book will be of interest to executives and managers in any public or private organization. Specifically, managers or staff in the areas of information technology, security, knowledge management, public relations, or marketing should find it directly useful.
Its main purpose is to make readers aware of the new world of information saturation; thus decreasing the chance that they will become victims of those abusing the information age, whilst at the same time increasing their chances of benefiting from the new opportunities produced.
Addresses the issues and implications of cyber warfare and how it directly impacts on companies

Hospitals, medical practices and healthcare organizations are implementing new technologies at breakneck speed. Yet privacy and security considerations are often an afterthought, putting healthcare organizations at risk of data security and privacy issues, fines, damage to their reputations, with serious potential consequences for the patients. Electronic Health Record systems (EHRs) consist of clinical notes, patient listings, lab results, imaging results and screening tests. EHRs are growing in complexity over time and requiring increasing amounts of data storage. With the development of the IoT, the Cloud and Smart Cities frameworks, new privacy and security methods are being pursued to secure healthcare-based systems and platforms. Presenting a detailed framework as well as comparative case studies for security protection, data integrity, privacy preservation, scalability, and healthcare legislation, this edited volume covers state of the art research and addresses privacy and security methods and technologies for EHRs.

News headlines about privacy invasions, discrimination, and biases discovered in the platforms of big technology companies are commonplace today, and big tech's reluctance to disclose how they operate counteracts ideals of transparency, openness, and accountability. This book is for computer science students and researchers who want to study big tech's corporate surveillance from an experimental, empirical, or quantitative point of view and thereby contribute to holding big tech accountable. As a comprehensive technical resource, it guides readers through the corporate surveillance landscape and describes in detail how corporate surveillance works, how it can be studied experimentally, and what existing studies have found. It provides a thorough foundation in the necessary research methods and tools, and introduces the current research landscape along with a wide range of open issues and challenges. The book also explains how to consider ethical issues and how to turn research results into real-world change.

A well thought out, fit-for-purpose data strategy is vital to modern data-driven businesses. This book is your essential guide to planning, developing and implementing such a strategy, presenting a framework which takes you from data strategy definition to successful strategy delivery and execution with support and engagement from stakeholders. Key topics include data-driven business transformation, change enablers, benefits realisation and measurement.

This book comprehensively reviews searchable encryption, which represents a series of research developments that directly enable search functionality over encrypted data. The book majorly covers: 1) the design and implementation of encrypted search algorithms, data structures, and systems that facilitate various forms of search over always-encrypted databases; 2) different threat models, assumptions, and the related security guarantees, when using searchable encryption in the real-world settings; and 3) latest efforts in building full-fledged encrypted database systems that draw insights from searchable encryption constructions. The book fits in the timely context, where the necessity of safeguarding important and sensitive data has been globally recognized. Traditional security measures, such as storing data behind network firewalls and layers of access control mechanisms to keep attackers out, are no longer sufficient to cope with the expanding landscape of surging cyber threats. There is an urgent call to keep sensitive data always encrypted to protect the data at rest, in transit, and in use. Doing so guarantees data confidentiality for owners, even if the data is out of their hands, e.g., hosted at in-the-cloud databases. The daunting challenge is how to perform computation over encrypted data. As we unfold in this book, searchable encryption, as a specific line of research in this broadly defined area, has received tremendous advancements over the past decades. This book is majorly oriented toward senior undergraduates, graduate students, and researchers, who want to work in the field and need extensive coverage of encrypted database research. It also targets security practitioners who want to make well-informed deployment choices of the latest advancements in searchable encryption for their targeted applications. Hopefully, this book will be beneficial in both regards.

The CCPA (California Consumer Privacy Act) is a data privacy law that took effect on January 1, 2020. It applied to businesses that collect California residents' personal information, and its privacy requirements are similar to those of the GDPR (General Data Protection Regulation). On May 4, 2020, Californians for Consumer Privacy (an advocacy group, founded by Alistair MacTaggart) announced that it had collected more than 900,000 signatures to qualify the CPRA (California Privacy Rights Act) for the November 2020 ballot. Also known as 'CCPA 2.0', the CPRA enhances privacy protections established by the CCPA and builds on consumer rights. CPRA effectively replaces the CCPA and bolsters privacy protections for California consumers. While many elements of the two laws are similar, there are some striking differences that could impact CPRA implementation plans, including: Limiting deletion rights that apply to unstructured data A new right to data minimization with retention requirements related to personal data New definitions and obligations related to cross-context behavioral advertising Amending breach liability to include an email address in combination with a password or security question Establishing a new regulatory enforcement body: the California Privacy Protection Agency Organizations that fail to comply with the CPRA's requirements are subject to civil penalties of up to $7,500 and a civil suit that gives every affected consumer the right to seek between $100 and $750 in damages per incident, or actual damages if higher. The law is complex and requires careful reading to understand the actual requirements for organizations - The California Privacy Rights Act - An implementation and compliance guide is here to help you. Ensure your business is CPRA compliant with essential guidanceThis book is your ideal resource for understanding the CPRA and how you can implement a strategy to ensure your organization complies with the legislation. It will give you a comprehensive understanding of the legislation by providing definitions of key terms, explanations of the security requirements, details of the breach notification procedure, and covering the penalties for noncompliance. The California Privacy Rights Act - An implementation and compliance guide is essential reading for anyone with business interests in the state of California. Not only does it serve as an introduction to the legislation, it also discusses the challenges a business may face when trying to achieve CPRA compliance. It gives you the confidence to begin your CPRA compliance journey, while highlighting the potential ongoing developments of the CPRA. Buy this book and start implementing your CPRA compliance strategy today!

The fastest-growing malware in the world The core functionality of ransomware is two-fold: to encrypt data and deliver the ransom message. This encryption can be relatively basic or maddeningly complex, and it might affect only a single device or a whole network. Ransomware is the fastest-growing malware in the world. In 2015, it cost companies around the world $325 million, which rose to $5 billion by 2017 and is set to hit $20 billion in 2021. The threat of ransomware is not going to disappear, and while the number of ransomware attacks remains steady, the damage they cause is significantly increasing. It is the duty of all business leaders to protect their organisations and the data they rely on by doing whatever is reasonably possible to mitigate the risk posed by ransomware. To do that, though, they first need to understand the threats they are facing. The Ransomware Threat Landscape This book sets out clearly how ransomware works, to help business leaders better understand the strategic risks, and explores measures that can be put in place to protect the organisation. These measures are structured so that any organisation can approach them. Those with more resources and more complex environments can build them into a comprehensive system to minimise risks, while smaller organisations can secure their profiles with simpler, more straightforward implementation. Suitable for senior directors, compliance managers, privacy managers, privacy officers, IT staff, security analysts and admin staff - in fact, all staff who use their organisation's network/online systems to perform their role - The Ransomware Threat Landscape - Prepare for, recognise and survive ransomware attacks will help readers understand the ransomware threat they face. From basic cyber hygiene to more advanced controls, the book gives practical guidance on individual activities, introduces implementation steps organisations can take to increase their cyber resilience, and explores why cyber security is imperative. Topics covered include: Introduction About ransomware Basic measures An anti-ransomware The control framework Risk management Controls Maturity Basic controls Additional controls for larger organisations Advanced controls Don't delay - start protecting your organisation from ransomware and buy this book today!

In the world as we know it, you can be attacked both physically and virtually. For today's organisations, which rely so heavily on technology - particularly the Internet - to do business, the latter is the far more threatening of the two. The cyber threat landscape is complex and constantly changing. For every vulnerability fixed, another pops up, ripe for exploitation. This book is a comprehensive cyber security implementation manual which gives practical guidance on the individual activities identified in the IT Governance Cyber Resilience Framework (CRF) that can help organisations become cyber resilient and combat the cyber threat landscape. Suitable for senior directors (CEO, CISO, CIO), compliance managers, privacy managers, IT managers, security analysts and others, the book is divided into six parts: Part 1: Introduction. The world of cyber security and the approach taken in this book. Part 2: Threats and vulnerabilities. A discussion of a range of threats organisations face, organised by threat category, to help you understand what you are defending yourself against before you start thinking about your actual defences. Part 3: The CRF processes. Detailed discussions of each of the 24 CRF processes, explaining a wide range of security areas by process category and offering guidance on how to implement each. Part 4: Eight steps to implementing cyber security. Our eight-step approach to implementing the cyber security processes you need and maintaining them. Part 5: Reference frameworks. An explanation of how standards and frameworks work, along with their benefits. It also presents ten framework options, introducing you to some of the best-known standards and giving you an idea of the range available. Part 6: Conclusion and appendices. The appendices include a glossary of all the acronyms and abbreviations used in this book. Whether you are just starting out on the road to cyber security or looking to enhance and improve your existing cyber resilience programme, it should be clear that cyber security is no longer optional in today's information age; it is an essential component of business success. Make sure you understand the threats and vulnerabilities your organisation faces and how the Cyber Resilience Framework can help you tackle them. Start your journey to cyber security now - buy this book today!

ISO/IEC 27701:2019: An introduction to privacy information management offers a concise introduction to the Standard, aiding those organisations looking to improve their privacy information management regime, particularly where ISO/IEC 27701:2019 is involved.

Intelligent Cyber-Physical Systems Security for Industry 4.0: Applications, Challenges and Management presents new cyber-physical security findings for Industry 4.0 using emerging technologies like artificial intelligence (with machine/deep learning), data mining, applied mathematics. All these are the essential components for processing data, recognizing patterns, modeling new techniques, and improving the advantages of data science. Features * Presents an integrated approach with Cyber-Physical Systems, CPS security, and Industry 4.0 in one place * Exposes the necessity of security initiatives, standards, security policies, and procedures in the context of industry 4.0 * Suggests solutions for enhancing the protection of 5G and the Internet of Things (IoT) security * Promotes how optimization or intelligent techniques envisage the role of artificial intelligence-machine/deep learning (AI-ML/DL) in cyberphysical systems security for industry 4.0 This book is primarily aimed at graduates, researchers and professionals working in the field of security. Executives concerned with security management, knowledge dissemination, information, and policy development for data and network security in different educational, government, and non-government organizations will also find this book useful.