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Although the concept of personal data protection began in Europe in the early 1970s, data protection legislation has been adopted in many countries. In Europe there is a wide divergence of policies between members of the EC, non-EC members and the new democracies of Eastern Europe. This volume explains these differences and also, uniquely, focuses on the abuses of personal data in the developing nations of Latin America, Asia and Africa. It also includes the latest national and international laws, initiatives and guidelines on personal data protection. It is the first reference work to combine these various documents in a single volume source.
The definitive guide for ensuring data privacy and GDPR compliance Privacy regulation is increasingly rigorous around the world and has become a serious concern for senior management of companies regardless of industry, size, scope, and geographic area. The Global Data Protection Regulation (GDPR) imposes complex, elaborate, and stringent requirements for any organization or individuals conducting business in the European Union (EU) and the European Economic Area (EEA)—while also addressing the export of personal data outside of the EU and EEA. This recently-enacted law allows the imposition of fines of up to 5% of global revenue for privacy and data protection violations. Despite the massive potential for steep fines and regulatory penalties, there is a distressing lack of awareness of the GDPR within the business community. A recent survey conducted in the UK suggests that only 40% of firms are even aware of the new law and their responsibilities to maintain compliance. The Data Privacy and GDPR Handbook helps organizations strictly adhere to data privacy laws in the EU, the USA, and governments around the world. This authoritative and comprehensive guide includes the history and foundation of data privacy, the framework for ensuring data privacy across major global jurisdictions, a detailed framework for complying with the GDPR, and perspectives on the future of data collection and privacy practices. Comply with the latest data privacy regulations in the EU, EEA, US, and others Avoid hefty fines, damage to your reputation, and losing your customers Keep pace with the latest privacy policies, guidelines, and legislation Understand the framework necessary to ensure data privacy today and gain insights on future privacy practices The Data Privacy and GDPR Handbook is an indispensable resource for Chief Data Officers, Chief Technology Officers, legal counsel, C-Level Executives, regulators and legislators, data privacy consultants, compliance officers, and audit managers.
Sentencing Policies and Practices in the 21st Century focuses on the evolution and consequences of sentencing policies and practices, with sentencing broadly defined to include plea bargaining, judicial and juror decision making, and alternatives to incarceration, including participation in problem-solving courts. This collection of essays and reports of original research explores how sentencing policies and practices, both in the United States and internationally, have evolved, explores important issues raised by guideline and non-guideline sentencing, and provides an overview of recent research on plea bargaining in the United States, Australia, and the United Kingdom. Other topics include the role of criminal history in sentencing, the past and future of capital punishment, strategies for reducing mass incarceration, problem-solving courts, and restorative justice practices. Each chapter summarizes what is known, identifies the gaps in the research, and discusses the theoretical, empirical, and policy implications of the research findings. The volume is grounded in current knowledge about the specific topics, but also presents new material that reflects the thinking of the leading minds in the field and that outlines a research agenda for the future. This is Volume 4 of the American Society of Criminology’s Division on Corrections and Sentencing handbook series. Previous volumes focused on risk assessment, disparities in punishment, and the consequences of punishment decisions. The handbooks provide a comprehensive overview of these topics for scholars, students, practitioners, and policymakers.
The definitive guide for ensuring data privacy and GDPR compliance Privacy regulation is increasingly rigorous around the world and has become a serious concern for senior management of companies regardless of industry, size, scope, and geographic area. The Global Data Protection Regulation (GDPR) imposes complex, elaborate, and stringent requirements for any organization or individuals conducting business in the European Union (EU) and the European Economic Area (EEA)—while also addressing the export of personal data outside of the EU and EEA. This recently-enacted law allows the imposition of fines of up to 5% of global revenue for privacy and data protection violations. Despite the massive potential for steep fines and regulatory penalties, there is a distressing lack of awareness of the GDPR within the business community. A recent survey conducted in the UK suggests that only 40% of firms are even aware of the new law and their responsibilities to maintain compliance. The Data Privacy and GDPR Handbook helps organizations strictly adhere to data privacy laws in the EU, the USA, and governments around the world. This authoritative and comprehensive guide includes the history and foundation of data privacy, the framework for ensuring data privacy across major global jurisdictions, a detailed framework for complying with the GDPR, and perspectives on the future of data collection and privacy practices. Comply with the latest data privacy regulations in the EU, EEA, US, and others Avoid hefty fines, damage to your reputation, and losing your customers Keep pace with the latest privacy policies, guidelines, and legislation Understand the framework necessary to ensure data privacy today and gain insights on future privacy practices The Data Privacy and GDPR Handbook is an indispensable resource for Chief Data Officers, Chief Technology Officers, legal counsel, C-Level Executives, regulators and legislators, data privacy consultants, compliance officers, and audit managers.
This handbook provides practical guidance for the (junior, medior and senior) Data Protection Officer (DPO) to assemble a work plan as per applicable EU GDPR guidelines. At present EU's GDPR is largely recognized as a gold standard all over the world, also for the ever-growing community of DPOs as per national legislations. This publication is part of official mandatory training materials for Certified Data Protection Officer from the European Association of Data Protection Professionals (EADPP) as per the EADPP CDPO Certification Scheme and applicable CDPO Body of Knowledge (Part D) as provided by Privacad. The practical approach followed in this richly illustrated handbook is of relevance for any (future) Data Protection Officer active in any part of the World performing tasks as per local, regional or international norms and regulations. This books explicitly explains the roles and responsibilities of the DPO as envisaged in the GDPR. As stated by the European Data Protection Board (EDPB) it is best practice for the DPO to have a work plan. What does such a work plan look like? Providing an answer to that question lies at the core of this publication. Two key pillars are followed to assemble a professional and practical DPO work plan. First, the text as enshrined in the General Data Protection Regulation (GDPR) itself codifies an important line of orientation in the embodiment of Articles 37 to 39 of the GDPR in which the designation, positions and tasks of the DPO are discussed. Second, the typical role the DPO is playing in the "daily data protection practice" which can be inferred from, among others, an action plan (or work plan) from an enterprise (institution or organisation). In pursuit of compliance with the obligations pursuant to the GDPR, at least the following steps usually be distinguished. Establish GDPR (privacy and data protection) policies. Make an inventory of personal data. Perform a GDPR (privacy and data protection) baseline. Perform a GDPR (privacy and data protection) gap-analysis. Perform a GDPR (privacy and data protection) implementation. Perform GDPR (privacy and data protection) review and update. Perform GDPR (privacy and data protection) assurance and audit. Compose and communicate the GDPR accountability and reports. According to the European Data Protection Board (formerly operating as WP29), the DPO (or the organisation) should avail of a work plan which the organisation will use as a basis for providing, among others, 'necessary resources' for the DPO. With the entry into force of the GDPR as of 25 May 2018, the need to work on professional maturity of the Data Protection Officer (DPO) became more and more urgent. This handbook is part of the 'Privacy and Data Protection' series offered under auspices of Honorary Visiting Professor Romeo Kadir, acting Editor-in-Chief and author of the first publications in this series. At present professor Romeo Kadir (with over 25 years of experience as privacy and data protection professional) is Constituent President of the GDPR Certification Committee Academic Board of the European Association of Data Protection Professionals (EADPP) and President of the European Institute for Privacy, Audit, Compliance and Certification (EIPACC) and lecturer with the International Privacy Academy (Privacad). He holds several positions as Board Member, Corporate Consultant and Government Advisor related to privacy and data protection affairs.
The protection of civilians which has been at the forefront of international discourse during recent years is explored through harnessing perspective from international law and international relations. Presenting the realities of diplomacy and mandate implementation in academic discourse.
Step into the world of LLMs with this practical guide that takes you from the fundamentals to deploying advanced applications using LLMOps best practices Key Features Build and refine LLMs step by step, covering data preparation, RAG, and fine-tuning Learn essential skills for deploying and monitoring LLMs, ensuring optimal performance in production Utilize preference alignment, evaluation, and inference optimization to enhance performance and adaptability of your LLM applications Book DescriptionArtificial intelligence has undergone rapid advancements, and Large Language Models (LLMs) are at the forefront of this revolution. This LLM book offers insights into designing, training, and deploying LLMs in real-world scenarios by leveraging MLOps best practices. The guide walks you through building an LLM-powered twin that’s cost-effective, scalable, and modular. It moves beyond isolated Jupyter notebooks, focusing on how to build production-grade end-to-end LLM systems. Throughout this book, you will learn data engineering, supervised fine-tuning, and deployment. The hands-on approach to building the LLM Twin use case will help you implement MLOps components in your own projects. You will also explore cutting-edge advancements in the field, including inference optimization, preference alignment, and real-time data processing, making this a vital resource for those looking to apply LLMs in their projects. By the end of this book, you will be proficient in deploying LLMs that solve practical problems while maintaining low-latency and high-availability inference capabilities. Whether you are new to artificial intelligence or an experienced practitioner, this book delivers guidance and practical techniques that will deepen your understanding of LLMs and sharpen your ability to implement them effectively.What you will learn Implement robust data pipelines and manage LLM training cycles Create your own LLM and refine it with the help of hands-on examples Get started with LLMOps by diving into core MLOps principles such as orchestrators and prompt monitoring Perform supervised fine-tuning and LLM evaluation Deploy end-to-end LLM solutions using AWS and other tools Design scalable and modularLLM systems Learn about RAG applications by building a feature and inference pipeline Who this book is for This book is for AI engineers, NLP professionals, and LLM engineers looking to deepen their understanding of LLMs. Basic knowledge of LLMs and the Gen AI landscape, Python and AWS is recommended. Whether you are new to AI or looking to enhance your skills, this book provides comprehensive guidance on implementing LLMs in real-world scenarios
Get to grips with cybersecurity and privacy laws to protect your company's data and comply with international privacy standards Key FeaturesComply with cybersecurity standards and protect your data from hackersFind the gaps in your company's security posture with gap analysis and business impact analysisUnderstand what you need to do with security and privacy without needing to pay consultantsBook Description Cybercriminals are incessantly coming up with new ways to compromise online systems and wreak havoc, creating an ever-growing need for cybersecurity practitioners in every organization across the globe who understand international security standards, such as the ISO27k family of standards. If you're looking to ensure that your company's data conforms to these standards, Cybersecurity and Privacy Law Handbook has got you covered. It'll not only equip you with the rudiments of cybersecurity but also guide you through privacy laws and explain how you can ensure compliance to protect yourself from cybercrime and avoid the hefty fines imposed for non-compliance with standards. Assuming that you're new to the field, this book starts by introducing cybersecurity frameworks and concepts used throughout the chapters. You'll understand why privacy is paramount and how to find the security gaps in your company's systems. There's a practical element to the book as well—you'll prepare policies and procedures to prevent your company from being breached. You'll complete your learning journey by exploring cloud security and the complex nature of privacy laws in the US. By the end of this cybersecurity book, you'll be well-placed to protect your company's data and comply with the relevant standards. What you will learnStrengthen the cybersecurity posture throughout your organizationUse both ISO27001 and NIST to make a better security frameworkUnderstand privacy laws such as GDPR, PCI CSS, HIPAA, and FTCDiscover how to implement training to raise cybersecurity awarenessFind out how to comply with cloud privacy regulationsExamine the complex privacy laws in the USWho this book is for If you're a seasoned pro with IT security and / or cybersecurity, this book isn't for you. This book is aimed at novices, freshers, students, experts in other fields, and managers, that, are willing to learn, understand, and manage how a security function is working, especially if you need to be. Although the reader will be able, by reading this book, to build and manage a security function on their own, it is highly recommended to supervise a team devoted to implementing cybersecurity and privacy practices in an organization.
The EU's General Data Protection Regulation created the position of corporate Data Protection Officer (DPO), who is empowered to ensure the organization is compliant with all aspects of the new data protection regime. Organizations must now appoint and designate a DPO. The specific definitions and building blocks of the data protection regime are enhanced by the new General Data Protection Regulation and therefore the DPO will be very active in passing the message and requirements of the new data protection regime throughout the organization. This book explains the roles and responsiblies of the DPO, as well as highlights the potential cost of getting data protection wrong.