Kirjahaku

Enables readers to understand the full lifecycle of adversarial machine learning (AML) and how AI models can be compromised Adversarial Machine Learning is a definitive guide to one of the most urgent challenges in artificial intelligence today: how to secure machine learning systems against adversarial threats. This book explores the full lifecycle of adversarial machine learning (AML), providing a structured, real-world understanding of how AI models can be compromised—and what can be done about it. The book walks readers through the different phases of the machine learning pipeline, showing how attacks emerge during training, deployment, and inference. It breaks down adversarial threats into clear categories based on attacker goals—whether to disrupt system availability, tamper with outputs, or leak private information. With clarity and technical rigor, it dissects the tools, knowledge, and access attackers need to exploit AI systems. In addition to diagnosing threats, the book provides a robust overview of defense strategies—from adversarial training and certified defenses to privacy-preserving machine learning and risk-aware system design. Each defense is discussed alongside its limitations, trade-offs, and real-world applicability. In Adversarial Machine Learning, readers will gain a comprehensive view of today’s most dangerous attack methods: Evasion attacks that manipulate inputs to deceive AI predictions Poisoning attacks that corrupt training data or model updates Backdoor and trojan attacks that embed malicious triggers Privacy attacks that reveal sensitive data through model interaction and prompt injection Generative AI attacks that exploit the new wave of large language models Blending technical depth with practical insight, Adversarial Machine Learning equips developers, security engineers, and AI decision-makers with the knowledge they need to understand the adversarial landscape and defend their systems with confidence.

The Cybersecurity Guide to Governance, Risk, and Compliance Understand and respond to a new generation of cybersecurity threats Cybersecurity has never been a more significant concern of modern businesses, with security breaches and confidential data exposure as potentially existential risks. Managing these risks and maintaining compliance with agreed-upon cybersecurity policies is the focus of Cybersecurity Governance and Risk Management. This field is becoming ever more critical as a result. A wide variety of different roles and categories of business professionals have an urgent need for fluency in the language of cybersecurity risk management. The Cybersecurity Guide to Governance, Risk, and Compliance meets this need with a comprehensive but accessible resource for professionals in every business area. Filled with cutting-edge analysis of the advanced technologies revolutionizing cybersecurity, increasing key risk factors at the same time, and offering practical strategies for implementing cybersecurity measures, it is a must-own for CISOs, boards of directors, tech professionals, business leaders, regulators, entrepreneurs, researchers, and more. The Cybersecurity Guide to Governance, Risk, and Compliance also covers: Over 1300 actionable recommendations found after each sectionDetailed discussion of topics including AI, cloud, and quantum computingMore than 70 ready-to-use KPIs and KRIs "This guide’s coverage of governance, leadership, legal frameworks, and regulatory nuances ensures organizations can establish resilient cybersecurity postures. Each chapter delivers actionable knowledge, making the guide thorough and practical."—GARY McALUM, CISO "This guide represents the wealth of knowledge and practical insights that Jason and Griffin possess. Designed for professionals across the board, from seasoned cybersecurity veterans to business leaders, auditors, and regulators, this guide integrates the latest technological insights with governance, risk, and compliance (GRC)".—WIL BENNETT, CISO

Presents a structured approach to privacy management, an indispensable resource for safeguarding data in an ever-evolving digital landscape In today's data-driven world, protecting personal information has become a critical priority for organizations of all sizes. Building Effective Privacy Programs: Cybersecurity from Principles to Practice equips professionals with the tools and knowledge to design, implement, and sustain robust privacy programs. Seamlessly integrating foundational principles, advanced privacy concepts, and actionable strategies, this practical guide serves as a detailed roadmap for navigating the complex landscape of data privacy. Bridging the gap between theoretical concepts and practical implementation, Building Effective Privacy Programs combines in-depth analysis with practical insights, offering step-by-step instructions on building privacy-by-design frameworks, conducting privacy impact assessments, and managing compliance with global regulations. In-depth chapters feature real-world case studies and examples that illustrate the application of privacy practices in a variety of scenarios, complemented by discussions of emerging trends such as artificial intelligence, blockchain, IoT, and more. Providing timely and comprehensive coverage of privacy principles, regulatory compliance, and actionable strategies, Building Effective Privacy Programs: Addresses all essential areas of cyberprivacy, from foundational principles to advanced topicsPresents detailed analysis of major laws, such as GDPR, CCPA, and HIPAA, and their practical implicationsOffers strategies to integrate privacy principles into business processes and IT systemsCovers industry-specific applications for healthcare, finance, and technology sectors Highlights successful privacy program implementations and lessons learned from enforcement actionsIncludes glossaries, comparison charts, sample policies, and additional resources for quick reference Written by seasoned professionals with deep expertise in privacy law, cybersecurity, and data protection, Building Effective Privacy Programs: Cybersecurity from Principles to Practice is a vital reference for privacy officers, legal advisors, IT professionals, and business executives responsible for data governance and regulatory compliance. It is also an excellent textbook for advanced courses in cybersecurity, information systems, business law, and business management.

This is a step-by-step, practical guide to designing, building, and deploying Planning models, with plenty of advice from three of the most seasoned Cognos Planning consultants having over 25 years of real-world, in-the-trench experience. We remove the technical clutter and jump right to the heart of the subject focusing only on what is important. Written for first-time developers wanting an introduction to IBM Cognos Planning, this book gives clear, easy-to-understand instructions on how to design, build, and deploy Planning models focusing only on the essential tools that you need to know. It is for anyone who wants to understand IBM Cognos Planning and make a transition to this tool from elsewhere.

Food and drink has been a focal point of modern social theory since the inception of agrarian capitalism and the industrial revolution. From Adam Smith to Mary Douglas, major thinkers have used key concepts such as identity, exchange, culture, and class to explain the modern food system. Food, Politics, and Society offers a historical and sociological survey of how these various ideas and the practices that accompany them have shaped our understanding and organization of the production, processing, preparation, serving, and consumption of food and drink in modern societies. Divided into twelve chapters and drawing on a wide range of historical and empirical illustrations, this book provides a concise, informed, and accessible survey of the interaction between social theory and food and drink. It is perfect for courses in a wide range of disciplines.

Food and drink has been a focal point of modern social theory since the inception of agrarian capitalism and the industrial revolution. From Adam Smith to Mary Douglas, major thinkers have used key concepts such as identity, exchange, culture, and class to explain the modern food system. Food, Politics, and Society offers a historical and sociological survey of how these various ideas and the practices that accompany them have shaped our understanding and organization of the production, processing, preparation, serving, and consumption of food and drink in modern societies. Divided into twelve chapters and drawing on a wide range of historical and empirical illustrations, this book provides a concise, informed, and accessible survey of the interaction between social theory and food and drink. It is perfect for courses in a wide range of disciplines.

PM is a firm favourite amongst Primary Schools due to its reputation for reading success. Offering over 800 carefully levelled fiction and non-fiction books, PM builds confidence through gradual progression and step-by-step support.