Download or read book Practical Data Privacy written by Katharine Jarmul and published by O'Reilly Media. This book was released on 2023-07-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure for data scientists to ensure data privacy. Unfortunately, integrating privacy into your data science workflow is still complicated. This essential guide will give you solid advice and best practices on breakthrough privacy-enhancing technologies such as encrypted learning and differential privacy--as well as a look at emerging technologies and techniques in the field. Practical Data Privacy answers important questions such as: What do privacy regulations like GDPR and CCPA mean for my project? What does "anonymized data" really mean? Should I anonymize the data? If so, how? Which privacy techniques fit my project and how do I incorporate them? What are the differences and similarities between privacy-preserving technologies and methods? How do I utilize an open-source library for a privacy-enhancing technique? How do I ensure that my projects are secure by default and private by design? How do I create a plan for internal policies or a specific data project that incorporates privacy and security from the start?

Download or read book Data Protection A Practical Guide to UK and EU Law written by Peter Carey and published by OUP Oxford. This book was released on 2009-03-05 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its third edition, this invaluable handbook offers practical solutions to issues arising in relation to data protection law. It is fully updated and expanded to include coverage of all of the significant developments in the practice of data protection, and takes account of the wealth of guidance published by the Information Commissioner since the last edition. The third edition includes new material on the changes to the Commissioner's powers and new guidance from the Commissioner's office, coverage of new cases on peripheral aspects of data protection compliance and examples of enforcement, the new code on CCTV processing, the new employment code, clarification on the definition of "personal data", the binding corporate rules on the exemption to the export data ban and the new ICT set of model contractual provisions for data exports, and the proposed action by the EU against the UK for failing to implement the Data Protection Directive appropriately. There are new chapters on terminology and data security.

Download or read book Practical Data Privacy written by Katharine Jarmul and published by "O'Reilly Media, Inc.". This book was released on 2023-04-19 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure to ensure data privacy. Unfortunately, integrating privacy into data systems is still complicated. This essential guide will give you a fundamental understanding of modern privacy building blocks, like differential privacy, federated learning, and encrypted computation. Based on hard-won lessons, this book provides solid advice and best practices for integrating breakthrough privacy-enhancing technologies into production systems. Practical Data Privacy answers important questions such as: What do privacy regulations like GDPR and CCPA mean for my data workflows and data science use cases? What does "anonymized data" really mean? How do I actually anonymize data? How does federated learning and analysis work? Homomorphic encryption sounds great, but is it ready for use? How do I compare and choose the best privacy-preserving technologies and methods? Are there open-source libraries that can help? How do I ensure that my data science projects are secure by default and private by design? How do I work with governance and infosec teams to implement internal policies appropriately?

Download or read book Data Privacy written by Nishant Bhajaria and published by Simon and Schuster. This book was released on 2022-03-22 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineer privacy into your systems with these hands-on techniques for data governance, legal compliance, and surviving security audits. In Data Privacy you will learn how to: Classify data based on privacy risk Build technical tools to catalog and discover data in your systems Share data with technical privacy controls to measure reidentification risk Implement technical privacy architectures to delete data Set up technical capabilities for data export to meet legal requirements like Data Subject Asset Requests (DSAR) Establish a technical privacy review process to help accelerate the legal Privacy Impact Assessment (PIA) Design a Consent Management Platform (CMP) to capture user consent Implement security tooling to help optimize privacy Build a holistic program that will get support and funding from the C-Level and board Data Privacy teaches you to design, develop, and measure the effectiveness of privacy programs. You’ll learn from author Nishant Bhajaria, an industry-renowned expert who has overseen privacy at Google, Netflix, and Uber. The terminology and legal requirements of privacy are all explained in clear, jargon-free language. The book’s constant awareness of business requirements will help you balance trade-offs, and ensure your user’s privacy can be improved without spiraling time and resource costs. About the technology Data privacy is essential for any business. Data breaches, vague policies, and poor communication all erode a user’s trust in your applications. You may also face substantial legal consequences for failing to protect user data. Fortunately, there are clear practices and guidelines to keep your data secure and your users happy. About the book Data Privacy: A runbook for engineers teaches you how to navigate the trade-off s between strict data security and real world business needs. In this practical book, you’ll learn how to design and implement privacy programs that are easy to scale and automate. There’s no bureaucratic process—just workable solutions and smart repurposing of existing security tools to help set and achieve your privacy goals. What's inside Classify data based on privacy risk Set up capabilities for data export that meet legal requirements Establish a review process to accelerate privacy impact assessment Design a consent management platform to capture user consent About the reader For engineers and business leaders looking to deliver better privacy. About the author Nishant Bhajaria leads the Technical Privacy and Strategy teams for Uber. His previous roles include head of privacy engineering at Netflix, and data security and privacy at Google. Table of Contents PART 1 PRIVACY, DATA, AND YOUR BUSINESS 1 Privacy engineering: Why it’s needed, how to scale it 2 Understanding data and privacy PART 2 A PROACTIVE PRIVACY PROGRAM: DATA GOVERNANCE 3 Data classification 4 Data inventory 5 Data sharing PART 3 BUILDING TOOLS AND PROCESSES 6 The technical privacy review 7 Data deletion 8 Exporting user data: Data Subject Access Requests PART 4 SECURITY, SCALING, AND STAFFING 9 Building a consent management platform 10 Closing security vulnerabilities 11 Scaling, hiring, and considering regulations

Download or read book Data Privacy Law written by Gwen Kennedy and published by . This book was released on 2017-10-20 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: A survey of Data Privacy and Security Laws worldwide with helpful explanations. What do Target, Google, Apple and Samsung all have in common? If you answered multimillion dollar fines for data privacy violations, you¿d be right.But you don¿t have to be Google to face a crippling lawsuit that could threaten the future of your business. Written in accessible language by experienced US and internationally-qualified professionals, Data Privacy: A Practical Guide enables business people to develop a quick and sound understanding of a company¿s legal obligations to protect client data.This book answers questions like: Which are the key data privacy law standard-setting bodies in the US and internationally? To what extent does cross-border selling expose you to data privacy compliance risks in foreign countries? Can you effectively offload your legal responsibilities to protect customer data to outsourced third-party service providers like web hosts and payment processors? What are your legal obligations after discovering a data privacy breach? What legal risks are involved in Web-based file sharing services like Dropbox? At what stage must you appoint a Data Protection Officer? How to document your company¿s compliance with its data privacy policy? ...and many more. Concrete examples are introduced throughout the text and are annotated to illustrate the implications of applicable laws on data privacy policies. Essential summaries ensure that key applicable laws of the US, Canada, EU, Australia, and several emerging markets are taken into account when designing your company¿s data protection policies. We also provide specific recommended courses of action to follow to mitigate liability following a data privacy breach. If you are creating, managing or complying with data privacy policy in an organization, this book was written for you.

Download or read book HIPAA written by June M. Sullivan and published by American Bar Association. This book was released on 2004 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This concise, practical guide helps the advocate understand the sometimes dense rules in advising patients, physicians, and hospitals, and in litigating HIPAA-related issues.

Download or read book Practical Synthetic Data Generation written by Khaled El Emam and published by "O'Reilly Media, Inc.". This book was released on 2020-05-19 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building and testing machine learning models requires access to large and diverse data. But where can you find usable datasets without running into privacy issues? This practical book introduces techniques for generating synthetic data—fake data generated from real data—so you can perform secondary analysis to do research, understand customer behaviors, develop new products, or generate new revenue. Data scientists will learn how synthetic data generation provides a way to make such data broadly available for secondary purposes while addressing many privacy concerns. Analysts will learn the principles and steps for generating synthetic data from real datasets. And business leaders will see how synthetic data can help accelerate time to a product or solution. This book describes: Steps for generating synthetic data using multivariate normal distributions Methods for distribution fitting covering different goodness-of-fit metrics How to replicate the simple structure of original data An approach for modeling data structure to consider complex relationships Multiple approaches and metrics you can use to assess data utility How analysis performed on real data can be replicated with synthetic data Privacy implications of synthetic data and methods to assess identity disclosure

Download or read book Practical Data Privacy written by Katharine Jarmul and published by "O'Reilly Media, Inc.". This book was released on 2023-04-19 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure to ensure data privacy. Unfortunately, integrating privacy into data systems is still complicated. This essential guide will give you a fundamental understanding of modern privacy building blocks, like differential privacy, federated learning, and encrypted computation. Based on hard-won lessons, this book provides solid advice and best practices for integrating breakthrough privacy-enhancing technologies into production systems. Practical Data Privacy answers important questions such as: What do privacy regulations like GDPR and CCPA mean for my data workflows and data science use cases? What does "anonymized data" really mean? How do I actually anonymize data? How does federated learning and analysis work? Homomorphic encryption sounds great, but is it ready for use? How do I compare and choose the best privacy-preserving technologies and methods? Are there open-source libraries that can help? How do I ensure that my data science projects are secure by default and private by design? How do I work with governance and infosec teams to implement internal policies appropriately?

Download or read book Practical Data Science for Information Professionals written by David Stuart and published by Facet Publishing. This book was released on 2020-07-24 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Data Science for Information Professionals provides an accessible introduction to a potentially complex field, providing readers with an overview of data science and a framework for its application. It provides detailed examples and analysis on real data sets to explore the basics of the subject in three principle areas: clustering and social network analysis; predictions and forecasts; and text analysis and mining. As well as highlighting a wealth of user-friendly data science tools, the book also includes some example code in two of the most popular programming languages (R and Python) to demonstrate the ease with which the information professional can move beyond the graphical user interface and achieve significant analysis with just a few lines of code. After reading, readers will understand: · the growing importance of data science · the role of the information professional in data science · some of the most important tools and methods that information professionals can use. Bringing together the growing importance of data science and the increasing role of information professionals in the management and use of data, Practical Data Science for Information Professionals will provide a practical introduction to the topic specifically designed for the information community. It will appeal to librarians and information professionals all around the world, from large academic libraries to small research libraries. By focusing on the application of open source software, it aims to reduce barriers for readers to use the lessons learned within.

Download or read book Data Privacy Law written by Gwen Kennedy and published by . This book was released on 2020-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: A book for anyone wanting to know about data privacy laws. This is the 3rd edition of this Practical Guide and contains deeply insightful and practical information about data privacy laws around the world and what is required of businesses today and how to comply with the law.

Download or read book Determann s Field Guide to Data Privacy Law written by Determann, Lothar and published by Edward Elgar Publishing. This book was released on 2022-01-11 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies, lawyers, privacy officers, compliance managers, as well as human resources, marketing and IT professionals are increasingly facing privacy issues. While plenty of information is freely available, it can be difficult to grasp a problem quickly, without getting lost in details and advocacy. This is where Determann’s Field Guide to Data Privacy Law comes into its own – identifying key issues and providing concise practical guidance for an increasingly complex field shaped by rapid change in international laws, technology and society

Download or read book Information Security and Privacy written by Thomas J. Shaw (Attorney) and published by . This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practical and comprehensive approach to information security and privacy law for both international and domestic statutes. It provides all the tools needed to handle the business, legal and technical risks of protecting information on a global scale. For anyone responsible for or advising a corporation involved in domestic or international business, who must comply with a dizzying array of statutes, regulations, technologies, methodologies and standards, this book is for you.

Download or read book Data Privacy Law A Practical Guide to the GDPR written by Gwen Kennedy and published by R. R. Bowker. This book was released on 2019-05-23 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed look at the General Data Protection Regulation (GDPR). Understand how to comply. Learn Quick Tips providing answers to your data privacy questions. Learn how to engage a data privacy officer, conduct direct marketing campaigns, create compliance documentation, choose a legal basis for collecting personal information, respond to data subject requests. Avoid costly fines and penalties by ensuring your company's activities comply. Learn about Data Privacy Impact Assessments, data mapping and data subject requests. Answers questions about obtaining consent, processing and retaining personal information. Do your company's direct marketing campaigns conflict with the GDPR? Learn how to create a data privacy compliance program. Included is a survey of all EU member states data privacy laws.

Download or read book Digital Privacy and Security Using Windows written by Nihad Hassan and published by Apress. This book was released on 2017-07-02 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use this hands-on guide to understand the ever growing and complex world of digital security. Learn how to protect yourself from digital crime, secure your communications, and become anonymous online using sophisticated yet practical tools and techniques. This book teaches you how to secure your online identity and personal devices, encrypt your digital data and online communications, protect cloud data and Internet of Things (IoT), mitigate social engineering attacks, keep your purchases secret, and conceal your digital footprint. You will understand best practices to harden your operating system and delete digital traces using the most widely used operating system, Windows. Digital Privacy and Security Using Windows offers a comprehensive list of practical digital privacy tutorials in addition to being a complete repository of free online resources and tools assembled in one place. The book helps you build a robust defense from electronic crime and corporate surveillance. It covers general principles of digital privacy and how to configure and use various security applications to maintain your privacy, such as TOR, VPN, and BitLocker. You will learn to encrypt email communications using Gpg4win and Thunderbird. What You’ll Learn Know the various parties interested in having your private data Differentiate between government and corporate surveillance, and the motivations behind each one Understand how online tracking works technically Protect digital data, secure online communications, and become anonymous online Cover and destroy your digital traces using Windows OS Secure your data in transit and at rest Be aware of cyber security risks and countermeasures Who This Book Is For End users, information security professionals, management, infosec students

Download or read book Linking Sensitive Data written by Peter Christen and published by . This book was released on 2020 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides modern technical answers to the legal requirements of pseudonymisation as recommended by privacy legislation. It covers topics such as modern regulatory frameworks for sharing and linking sensitive information, concepts and algorithms for privacy-preserving record linkage and their computational aspects, practical considerations such as dealing with dirty and missing data, as well as privacy, risk, and performance assessment measures. Existing techniques for privacy-preserving record linkage are evaluated empirically and real-world application examples that scale to population sizes are described. The book also includes pointers to freely available software tools, benchmark data sets, and tools to generate synthetic data that can be used to test and evaluate linkage techniques. This book consists of fourteen chapters grouped into four parts, and two appendices. The first part introduces the reader to the topic of linking sensitive data, the second part covers methods and techniques to link such data, the third part discusses aspects of practical importance, and the fourth part provides an outlook of future challenges and open research problems relevant to linking sensitive databases. The appendices provide pointers and describe freely available, open-source software systems that allow the linkage of sensitive data, and provide further details about the evaluations presented. A companion Web site at https://dmm.anu.edu.au/lsdbook2020 provides additional material and Python programs used in the book. This book is mainly written for applied scientists, researchers, and advanced practitioners in governments, industry, and universities who are concerned with developing, implementing, and deploying systems and tools to share sensitive information in administrative, commercial, or medical databases. The Book describes how linkage methods work and how to evaluate their performance. It covers all the major concepts and methods and also discusses practical matters such as computational efficiency, which are critical if the methods are to be used in practice - and it does all this in a highly accessible way! David J. Hand, Imperial College, London.

Download or read book EU Personal Data Protection in Policy and Practice written by Bart Custers and published by Springer. This book was released on 2019-02-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, the protection of personal data is compared for eight EU member states,namely France, Germany, the United Kingdom, Ireland, Romania, Italy, Sweden andthe Netherlands. The comparison of the countries is focused on government policiesfor the protection of personal data, the applicable laws and regulations, implementationof those laws and regulations, and supervision and enforcement. Although the General Data Protection Regulation (GDPR) harmonizes the protectionof personal data across the EU as of May 2018, its open norms in combination withcultural differences between countries result in differences in the practical implementation,interpretation and enforcement of personal data protection. With its focus on data protection law in practice, this book provides indepth insightsinto how different countries deal with data protection issues. The knowledge and bestpractices from these countries provide highly relevant material for legal professionals,data protection officers, policymakers, data protection authorities and academicsacross Europe. Bart Custers is Associate Professor and Director of Research at the Center for Law andDigital Technologies of the Leiden Law School at Leiden University, the Netherlands.Alan M. Sears, Francien Dechesne, Ilina Georgieva and Tommaso Tani are all affiliated tothat same organization, of which Professor Simone van der Hof is the General Director.

Download or read book 99 Privacy Breaches to Beware Of Practical Data Protection Tips from Real Life Experiences written by Kevin Shepherdson and published by Marshall Cavendish International Asia Pte Ltd. This book was released on 2018-08-15 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data protection laws are new in Singapore, Malaysia, Philippines, Indonesia and Thailand. In Europe, the General Data Protection Regulation (GDPR) — a single law across all of EU – comes into force from May 2018. There are also strict laws in the US that govern the processing of personal data. Over a hundred countries in the world have a comprehensive data protection law and it is very easy for individuals and companies to breach these laws. Data or privacy breaches are on the rise and businesses can be prosecuted under data protection laws. Fines for non-compliance can be from S$1 million in Singapore, up to three years jail in Malaysia, and up to 4% of global revenues for EU countries. The focus on this book is operational compliance. The book is for everyone as all of us in the course of our daily work process personal data. Organised into sections, each idea provides practical advice and examples of how a breach of the law may happen. Examples cover HR, Finance, Admin, Marketing, etc, allowing the reader to relate to his or her own area of work