Privacy and data protection Books

Book SynopsisTable of ContentsContents: Foreword I by Adam Mitton Foreword II by Ingrid Ødegaard 1 GDPR for startups and scaleups: an introduction SETTING THE SCENE AND KEY CONCEPTS 2 Setting the scene and key concepts BEFORE YOU START YOUR DATA PROTECTION PROGRAMME 3 Before you start your data protection programme PHASE 1: FOUNDATIONS OF YOUR DATA PROTECTION PROGRAMME 4 Data protection user experience (UX) 5 Data maps and records of processing activity 6 Administrative matters 7 Respecting people’s rights 8 Marketing PHASE 2: DEVELOPING YOUR DATA PROTECTION PROGRAMME 9 International transfers of personal data 10 Data incidents and breaches 11 Accountability, assessments and record keeping 12 Cookies, pixels and tracking technologies 13 Contract negotiations 14 Online advertising ADDITIONAL MATTERS TO CONSIDER AND FINAL THOUGHTS 15 Additional matters to consider 16 Final thoughts Index

Read more less

Book SynopsisTrade Review‘Facial recognition technologies (FRT) are spreading rapidly worldwide, and have become embedded in numerous everyday government and corporate practices. This widespread adoption has prompted extensive criticism, particularly from civil society groups concerned about human rights abuses and discriminatory impacts for marginalized and vulnerable communities. In Identified, Tracked, and Profiled, Peter Dauvergne provides a much-needed and thoroughly comprehensive overview of the regulatory issues and policy disputes around FRT. This book is essential reading for those interested in political contests over our changing digital landscape.’ -- Ron Deibert, University of Toronto, CanadaTable of ContentsContents: PART I INTRODUCTION 1. Introducing facial recognition technology 2. Resisting the normalization of facial recognition PART II REINING IN FACIAL RECOGNITION TECHNOLOGY 3. The movement to oppose facial recognition 4. The politics of facial recognition bans in the United States 5. Regulating facial recognition in the United States 6. Rising global opposition to face surveillance PART III THE GLOBAL POLITICAL ECONOMY OF FACIAL RECOGNITION 7. The corporate politics of facial recognition 8. The everyday politics of facial recognition in China 9. The globalization of facial recognition technology PART IV CONCLUSIONS 10. The future of facial recognition technology Appendix: interviews Index

Read more less

Book SynopsisDesign, implement, and integrate a complete data sanitization program In Net Zeros and Ones: How Data Erasure Promotes Sustainability, Privacy, and Security, a well-rounded team of accomplished industry veterans delivers a comprehensive guide to managing permanent and sustainable data erasure while complying with regulatory, legal, and industry requirements. In the book, you'll discover the why, how, and when of data sanitization, including why it is a crucial component in achieving circularity within IT operations. You will also learn about future-proofing yourself against security breaches and data leaks involving your most sensitive informationall while being served entertaining industry anecdotes and commentary from leading industry personalities. The authors also discuss: Several new standards on data erasure, including the soon-to-be published standards by the IEEE and ISO How data sanitization strengthens a sustainability or Environmental, Social, anTable of ContentsForeword xv Introduction xix Chapter 1 End of Life for Data 1 1.1 Growth of Data 3 1.2 Managing Data 4 1.2.1 Discovery 4 1.2.2 Classification 5 1.2.3 Risk 6 1.3 Data Loss 6 1.3.1 Accidental 7 1.3.2 Theft 7 1.3.3 Dumpster Diving 9 1.4 Encryption 9 1.5 Data Discovery 9 1.6 Regulations 10 1.7 Security 10 1.8 Legal Discovery 11 1.9 Data Sanitization 12 1.10 Ecological and Economic Considerations 13 1.10.1 Ecological 13 1.10.2 Economic 13 1.11 Summary: Proactive Risk Reduction and Reactive End of Life 14 Chapter 2 Where Are We, and How Did We Get Here? 15 2.1 Digital Data Storage 16 2.2 Erasing Magnetic Media 17 2.3 History of Data Erasure 17 2.3.1 The Beginnings of Commercial Data Erasure 19 2.3.2 Darik’s Boot and Nuke (DBAN) 19 2.4 Summary 21 Chapter 3 Data Sanitization Technology 23 3.1 Shredding 24 3.2 Degaussing 24 3.3 Overwriting 25 3.4 Crypto- Erase 27 3.5 Erasing Solid- State Drives 28 3.6 Bad Blocks 29 3.7 Data Forensics 29 3.8 Summary 31 Chapter 4 Information Lifecycle Management 33 4.1 Information Lifecycle Management vs. Data Lifecycle Management 33 4.2 Information Lifecycle Management 34 4.2.1 Lifecycle Stages 34 4.3 Data Security Lifecycle 35 4.3.1 Stages for Data Security Lifecycle 36 4.4 Data Hygiene 36 4.5 Data Sanitization 37 4.5.1 Physical Destruction 37 4.5.2 Cryptographic Erasure 37 4.5.3 Data Erasure 38 4.6 Summary 39 Chapter 5 Regulatory Requirements 41 5.1 Frameworks 42 5.1.1 NIST Cybersecurity Framework Applied to Data 42 5.2 Regulations 43 5.2.1 GDPR 44 5.2.1.1 The Right to Erasure 45 5.2.1.2 Data Retention 51 5.2.2 HIPAA Security Rule Subpart c 53 5.2.3 PCI DSS V3.2 Payment Card Industry Requirements 56 5.2.4 Sarbanes–Oxley 58 5.2.5 Saudi Arabian Monetary Authority Payment Services Regulations 59 5.2.6 New York State Cybersecurity Requirements of Financial Services Companies 23 NYCRR 500 59 5.2.7 Philippines Data Privacy Act 2012 60 5.2.8 Singapore Personal Data Protection Act 2012 61 5.2.9 Gramm–Leach–Bliley Act 61 5.3 Standards 62 5.3.1 ISO 27000 and Family 62 5.3.2 NIST SP 800- 88 63 5.4 Summary 65 Chapter 6 New Standards 67 6.1 IEEE P2883 Draft Standard for Sanitizing Storage 68 6.1.1 Data Sanitization 68 6.1.2 Storage Sanitization 68 6.1.3 Media Sanitization 68 6.1.4 Clear 69 6.1.5 Purge 69 6.1.6 Destruct 69 6.2 Updated ISO/IEC CD 27040 Information Technology Security Techniques— Storage Security 70 6.3 Summary 71 Chapter 7 Asset Lifecycle Management 73 7.1 Data Sanitization Program 73 7.2 Laptops and Desktops 74 7.3 Servers and Network Gear 76 7.3.1 Edge Computing 78 7.4 Mobile Devices 79 7.4.1 Crypto- Erase 80 7.4.2 Mobile Phone Processing 80 7.4.3 Enterprise Data Erasure for Mobile Devices 81 7.4.3.1 Bring Your Own Device 81 7.4.3.2 Corporate- Issued Devices 81 7.5 Internet of Things: Unconventional Computing Devices 82 7.5.1 Printers and Scanners 82 7.5.2 Landline Phones 82 7.5.3 Industrial Control Systems 82 7.5.4 HVAC Controls 83 7.5.5 Medical Devices 83 7.6 Automobiles 83 7.6.1 Off- Lease Vehicles 84 7.6.2 Used Vehicle Market 85 7.6.3 Sanitization of Automobiles 85 7.7 Summary 86 Chapter 8 Asset Disposition 87 8.1 Contracting and Managing Your ITAD 88 8.2 ITAD Operations 89 8.3 Sustainability and Green Tech 91 8.4 Contribution from R2 91 8.4.1 Tracking Throughput 91 8.4.2 Data Security 92 8.5 e- Stewards Standard for Responsible Recycling and Reuse of Electronic Equipment 92 8.6 i- SIGMA 93 8.7 FACTA 93 8.8 Summary 95 Chapter 9 Stories from the Field 97 9.1 3stepIT 98 9.2 TES – IT Lifecycle Solutions 101 9.2.1 Scale of Operations 103 9.2.2 Compliance 104 9.2.3 Conclusion 104 9.3 Ingram Micro 104 9.4 Summary 106 Chapter 10 Data Center Operations 109 10.1 Return Material Allowances 110 10.2 NAS 110 10.3 Logical Drives 110 10.4 Rack- Mounted Hard Drives 111 10.5 Summary 112 Chapter 11 Sanitizing Files 113 11.1 Avoid Confusion with CDR 113 11.2 Erasing Files 114 11.3 When to Sanitize Files 115 11.4 Sanitizing Files 116 11.5 Summary 116 Chapter 12 Cloud Data Sanitization 117 12.1 User Responsibility vs. Cloud Provider Responsibility 117 12.2 Attacks Against Cloud Data 119 12.3 Cloud Encryption 119 12.4 Data Sanitization for the Cloud 120 12.5 Summary 121 Chapter 13 Data Sanitization and Information Lifecycle Management 123 13.1 The Data Sanitization Team 124 13.2 Identifying Data 124 13.3 Data Sanitization Policy 124 13.3.1 Deploy Technology 125 13.3.2 Working with DevOps 125 13.3.3 Working with Data Security 125 13.3.4 Working with the Legal Team 125 13.3.5 Changes 126 13.4 Summary 126 Chapter 14 How Not to Destroy Data 127 14.1 Drilling 127 14.1.1 Nail Gun 128 14.1.2 Gun 128 14.2 Acids and Other Solvents 128 14.3 Heating 128 14.4 Incineration 129 14.5 Street Rollers 129 14.6 Ice Shaving Machines 129 Chapter 15 The Future of Data Sanitization 131 15.1 Advances in Solid- State Drives 132 15.2 Shingled Magnetic Recording 133 15.3 Thermally Assisted Magnetic Recording, Also Known as Heat- Assisted Magnetic Recording 133 15.4 Microwave- Assisted Magnetic Recording 134 15.5 DNA Data Storage 135 15.6 Holographic Storage 135 15.7 Quantum Storage 136 15.8 NVIDMM 137 15.9 Summary 138 Chapter 16 Conclusion 139 Appendix Enterprise Data Sanitization Policy 143 Introduction 143 Intended Audience 143 Purpose of Policy 144 General Data Hygiene and Data Retention 144 Data Spillage 144 Handling Files Classified as Confidential 144 Data Migration 144 End of Life for Classified Virtual Machines 145 On Customer’s Demand 145 Seven Steps to Creating a Data Sanitization Process 145 Step 1: Prioritize and Scope 146 Step 2: Orient 146 Step 3: Create a Current Profile 146 Step 4: Conduct a Risk Assessment 147 Step 5: Create a Target Profile 147 Step 6: Determine, Analyze, and Prioritize Gaps 147 Step 7: Implement Action Plan 147 Data Sanitization Defined 147 Physical Destruction 148 Degaussing 148 Pros and Cons of Physical Destruction 148 Cryptographic Erasure (Crypto- Erase) 148 Pros and Cons of Cryptographic Erasure 149 Data Erasure 149 Pros and Cons of Data Erasure 150 Equipment Details 150 Asset Lifecycle Procedures 151 Suggested Process, In Short 152 Create Contract Language for Third Parties 152 Data Erasure Procedures 152 Responsibility 152 Validation of Data Erasure Software and Equipment 153 Personal Computers 153 Servers and Server Storage Systems 154 Photocopiers, Network Printers, and Fax Machines 154 Mobile Phones, Smartphones, and Tablets 154 Point- of- Sale Equipment 155 Virtual Machines 155 Removable Solid- State Memory Devices (USB Flash Drives, SD Cards) 155 CDs, DVDs, and Optical Discs 155 Backup Tape 155 General Requirements for Full Implementation 155 Procedure for Partners and Suppliers 155 Audit Trail Requirement 156 Policy Ownership 156 Mandatory Revisions 156 Roles and Responsibilities 157CEO 157Board of Directors 157 Index 159

Read more less

Book SynopsisSachiko Scheuing is an award-winning privacy professional based in Frankfurt, Germany. She serves on the Europe Middle East and Africa senior leadership team of Acxiom, part of Interpublic Group (IPG), as European Privacy Officer. She also currently serves as the Co-Chairwoman of the Federation of European Data and Marketing (FEDMA). In 2020, she was awarded the DataIQ Professor Derek Holder Lifetime Achievement Award for her contribution to the data protection and advertising industries. In 2024, she was named by Women in Data as one of the 20 most influential women in data and tech.

Read more less

Book SynopsisThis book analyses societal trends and controversies related to developments in data ownership, access, construction, dissemination and interpretation, looking at the ways that society interacts with and uses statistical data.Table of ContentsBook Introduction ~ Humphrey Southall, Jeff Evans and Sally Ruane; 1: How Data are Changing; Introduction ~ Humphrey Southall and Jeff Evans; Statistical work: the changing occupational landscape ~ Kevin McConway; The creation and use of big administrative data ~ Harvey Goldstein and Ruth Gilbert Data Analytics ~ Ifan Shepherd and Gary Hearne; Social Media Data ~ Adrian Tear and Humphrey Southall; 2: Counting in a Globalised world; Introduction ~ Sally Ruane and Jeff Evans; Adult Skills Surveys and Transnational Organisations: Globalising Educational Policy ~ Jeff Evans; Poverty and health care surveys in the Global South: Towards making valid estimates ~ Roy Carr-Hill; Counting the Population in Need of International Protection Globally ~ Brad Blitz, Alessio D’Angelo and Eleonore Kofman; Tax justice and the challenges of measuring illicit financial flows ~ Richard Murphy; 3: The Changing Role of the State; Introduction ~ Sally Ruane and Humphrey Southall; The control and ‘fitness for purpose’ of UK official statistics ~ David Rhind; The Statistics of Devolution ~ David Byrne; Welfare reform: national policies with local impacts ~ Christina Beatty and Steve Fothergill; Social insecurity and the changing role of the (welfare) state: Public perceptions, social attitudes and political action ~ Christopher Deeming and Ron Johnston; Access to data and NHS privatisation: reducing public accountability ~ Sally Ruane; 4: Economic Life; Introduction ~ Humphrey Southall, Sally Ruane and Jeff Evans; The ‘distribution question’: the role of statistical analysis in measuring and evaluating trends in inequality ~ Stewart Lansley; Labour market statistics ~ Paul Bivand; The financial system ~ Rebecca Boden; The difficulty of building comprehensive tax avoidance data ~ Prem Sikka; Tax and spend decisions: did austerity improve financial numeracy and literacy? ~ David Walker; 5: Inequalities in Health and Well-being; Introduction ~ Sally Ruane and Humphrey Southall; Health Divides ~ Anonymous; Measuring Social Wellbeing ~ Roy Carr-Hill; Re-engineering health policy research to measure equity impacts ~ Tim Doran and Richard Cookson; The Generation Game: Ending the phony information war between young and old ~ Jay Ginn and Neil Duncan-Jordan; 6: Advancing social progress through critical statistical literacy; Introduction ~ Jeff Evans, Humphrey Southall and Sally Ruane; The Radical Statistics Group: Using Statistics for Progressive Social Change ~ Jeff Evans and Ludi Simpson; Lyme disease politics and evidence-based policy-making in the UK ~ Kate Bloor; Counting the uncounted: contestations over casualisation data in Australian universities ~ Nour Dados, James Goodman and Keiko Yasukawa; The quantitative crisis in UK Sociology ~ Malcolm Williams, Luke Sloan and Charlotte Brookfield; Critical Statistical Literacy and Interactive Data Visualisations ~ Jim Ridgway, James Nicholson, Sinclair Sutherland and Spencer Hedger; Full Fact ~ Amy Sippitt; What a difference a dataset makes? Data journalism and/as data activism ~ Jonathan Gray and Liliana Bounegru; Book Epilogue .

Read more less

Book SynopsisWith this practical book, you will learn proven methods for anonymizing health data to help your organization share meaningful datasets, without exposing patient identity. Leading experts Khaled El Emam and Luk Arbuckle walk you through a risk-based methodology, using case studies from their efforts to de-identify hundreds of datasets.

Read more less

Book SynopsisThe successes and failures of an industry that claims to protect and promote our online identitiesWhat does privacy mean in the digital era? As technology increasingly blurs the boundary between public and private, questions about who controls our data become harder and harder to answer. Our every web view, click, and online purchase can be sold to anyone to store and use as they wish. At the same time, our online reputation has become an important part of our identitya form of cultural currency.The Identity Trade examines the relationship between online visibility and privacy, and the politics of identity and self-presentation in the digital age. In doing so, Nora Draper looks at the revealing two-decade history of efforts by the consumer privacy industry to give individuals control over their digital image through the sale of privacy protection and reputation management as a service.Through in-depth interviews with industry experts, as well as analyTrade ReviewFeaturing interviews with such industry figures as Fred Davis, founder of the identity management company Lumeria, and Josh Galper, general counsel for the online data vault provider Personal, the book brings to light the cultural and economic ramifications of the publics desire for online privacy. . . . Throughout, Draper examines the rights, expectations, and economics of digital privacy with expert fascination. * Publishers Weekly *How did 'protect your privacy online' become 'cultivate your personal brand'? Draper shines a light on the entrepreneurs in the privacy game, many overlooked or long gone, who had an outsized influence on how we think about privacy today. The Identity Trade provides a rich and important history, but also an astute meditation on how industry can shape cultural logics in profound ways. -- Tarleton Gillespie,author of Custodians of the InternetIn analyzing the burgeoning consumer privacy industry through its failures, Draper traces shifts in the industrial definition of privacy from anonymity to controlled exposure. The Identity Trade demonstrates how the economics of privacy directly shapes our understanding of what privacy is and how we might practice it. Essential reading for anyone concerned about their 'privacy,' their vulnerability to data breaches, and the myriad other 'identity' pitfalls that come along with online life as we know it. -- Alison Hearn,University of Western OntarioWhile we have been obsession over the ways Facebook and Google have blown away our ability to manage information about ourselves, a fascinating and troubling industry devoted to privacy management has emerged. In this lucid book, Draper reveals the assumptions and ideologies that drive the players in that industry, and thus reveals what's really at stake as we lurch toward a future we can't seem to control. -- Siva Vaidhyanathan, author of Antisocial Media: How Facebook Disconnects Us and Undermines Democracy

Read more less

Book SynopsisThe successes and failures of an industry that claims to protect and promote our online identitiesWhat does privacy mean in the digital era? As technology increasingly blurs the boundary between public and private, questions about who controls our data become harder and harder to answer. Our every web view, click, and online purchase can be sold to anyone to store and use as they wish. At the same time, our online reputation has become an important part of our identitya form of cultural currency.The Identity Trade examines the relationship between online visibility and privacy, and the politics of identity and self-presentation in the digital age. In doing so, Nora Draper looks at the revealing two-decade history of efforts by the consumer privacy industry to give individuals control over their digital image through the sale of privacy protection and reputation management as a service.Through in-depth interviews with industry experts, as well as analyTrade ReviewFeaturing interviews with such industry figures as Fred Davis, founder of the identity management company Lumeria, and Josh Galper, general counsel for the online data vault provider Personal, the book brings to light the cultural and economic ramifications of the publics desire for online privacy. . . . Throughout, Draper examines the rights, expectations, and economics of digital privacy with expert fascination. * Publishers Weekly *How did 'protect your privacy online' become 'cultivate your personal brand'? Draper shines a light on the entrepreneurs in the privacy game, many overlooked or long gone, who had an outsized influence on how we think about privacy today. The Identity Trade provides a rich and important history, but also an astute meditation on how industry can shape cultural logics in profound ways. -- Tarleton Gillespie,author of Custodians of the InternetIn analyzing the burgeoning consumer privacy industry through its failures, Draper traces shifts in the industrial definition of privacy from anonymity to controlled exposure. The Identity Trade demonstrates how the economics of privacy directly shapes our understanding of what privacy is and how we might practice it. Essential reading for anyone concerned about their 'privacy,' their vulnerability to data breaches, and the myriad other 'identity' pitfalls that come along with online life as we know it. -- Alison Hearn,University of Western OntarioWhile we have been obsession over the ways Facebook and Google have blown away our ability to manage information about ourselves, a fascinating and troubling industry devoted to privacy management has emerged. In this lucid book, Draper reveals the assumptions and ideologies that drive the players in that industry, and thus reveals what's really at stake as we lurch toward a future we can't seem to control. -- Siva Vaidhyanathan, author of Antisocial Media: How Facebook Disconnects Us and Undermines Democracy

Read more less

Book SynopsisUnderstand the different access control paradigms available in the Snowflake Data Cloud and learn how to implement access control in support of data privacy and compliance with regulations such as GDPR, APPI, CCPA, and SOX. The information in this book will help you and your organization adhere to privacy requirements that are important to consumers and becoming codified in the law. You will learn to protect your valuable data from those who should not see it while making it accessible to the analysts whom you trust to mine the data and create business value for your organization. Snowflake is increasingly the choice for companies looking to move to a data warehousing solution, and security is an increasing concern due to recent high-profile attacks. This book shows how to use Snowflake's wide range of features that support access control, making it easier to protect data access from the data origination point all the way to the presentation and visualization layer.Reading this book Table of Contents​Part I. Background1. What is Access Control?2. Data Types Requiring Access Control3. Data Privacy Laws and Regulatory Drivers4. Permission typesPart II. Creating Roles5. Functional Roles - What A Person Does6. Team Roles - Who A Person Is7. Assuming A Primary Role8. Secondary RolesPart III. Granting Permissions to Roles9. Role Inheritance10. Account and Database Level Privileges 11. Schema-Level Privileges12. Table and View Level Privileges13. Row-Level Permissioning and Fine-Grained Access Control14. Column-Level Permissioning and Data MaskingPart IV. Operationally Managing Access Control15. Secure Data Sharing16. Separating Production from Development17. Upstream & Downstream Services18. Managing Access Requests

Read more less

Book SynopsisThe biggest online threat to businesses and consumers today is ransomware, a category of malware that can encrypt your computer files until you pay a ransom to unlock them. With this practical book, you'll learn how easily ransomware infects your system and what steps you can take to stop the attack before it sets foot in the network.

Read more less

Book SynopsisBeing ethical takes constant diligence, and in many situations identifying the right choice can be difficult. In this in-depth book, contributors from top companies in technology, finance, and other industries share experiences and lessons learned from collecting, managing, and analyzing data ethically.

Read more less

Book SynopsisIn The United States of Anonymous, Jeff Kosseff explores how the right to anonymity has shaped American values, politics, business, security, and discourse, particularly as technology has enabled people to separate their identities from their communications. Legal and political debates surrounding online privacy often focus on the Fourth Amendment''s protection against unreasonable searches and seizures, overlooking the history and future of an equally powerful privacy right: the First Amendment''s protection of anonymity. The United States of Anonymous features extensive and engaging interviews with people involved in the highest profile anonymity cases, as well as with those who have benefited from, and been harmed by, anonymous communications. Through these interviews, Kosseff explores how courts have protected anonymity for decades and, likewise, how law and technology have allowed individuals to control how much, if any, identifying infTrade ReviewAmid surging social media and online speech wars, readers concerned about the future of free speech, privacy, and the law will appreciate Kosseff's ability to deftly place the many-sided anonymity debate in the context of constitutional values and social norms. * Library Journal *Table of ContentsIntroduction Part I: Developing the Right to Anonymity 1. America, the Anonymous 2. Empowering Anonymous Association 3. Empowering Anonymous Speech 4. The Scope of Anonymity Empowerment 5. Antimask Part II: The Right to Online Anonymity 6. Cybersmear 7. Setting the Rules for Online Anonymity 8. Online Anonymity and Copyright 9. When the Government Wants to Unmask You 10. Anonymity Worldwide 11. Technological Protections for Anonymity Part III: Living in an Anonymous World 12. Anonymity as a Shield 13. Anonymity as a Sword Part IV: The Future of Anonymity 14. Real-Name Policies 15. Out in the Open 16. Empowering Anonymity through Privacy Law Conclusion

Read more less

Book SynopsisWith the expansion of technology and governance, the information governance industry has experienced dramatic and often, sudden changes. Among the most important shifts are the proliferation of data privacy rules and regulations, the exponential growth of data and the need for removing redundant, obsolete, and trivial information and the growing threat of litigation and regulatory fines based on a failure to properly keep records and manage data. At the same time, longstanding information governance standards and best practices exist, which transcend the sudden vicissitudes of the day.This volume focuses on these core IG principles, with an emphasis on how they apply to our target audience, which includes law librarians, legal and research staff and other individuals and departments in both the public and private sectors who engage deeply with regulatory compliance matters.Core topics that will be addressed include: the importance of implementing and maintaining cohesive records management workflows that implement the classic principles of capturing, checking, recording, consolidation, and review; the classic records management principles of Accountability, Transparency, Integrity, Protection, Compliance, Accessibility, Retention and Disposition; and archives Management and the two principles of Providence and Original Order.

Read more less

Book SynopsisIn The Privacy Pirates, former National Security Agency intelligence officer Dr. Leslie Gruis explains the origins of American privacy and its deep connection to freedom and the American dream. She discusses some of the controversial issues, covering everything from attempts to protect privacy rights—many unsuccessful—to abuses of privacy by large companies and accusations of privacy invasion by the government. All of it is explained in plain language, with humor and clarity, and is accompanied at the start of every chapter by the compelling story of 14-year-old Alice and her family as they attempt to negotiate a modern world full of Privacy Pirates."Your rights are under attack from the Privacy Pirates," says Gruis. "Government intrusion is nothing compared to the things companies like Facebook and Google are getting away with every day." Take the journey with Alice, get informed about your privacy rights, and learn how you, too, can defeat the Privacy Pirates.

Read more less

Book SynopsisThe proliferation of virtual and augmented reality technologies into society raise significant questions for judges, legal institutions, and policy makers. For example, when should activities that occur in virtual worlds, or virtual images that are projected into real space (that is, augmented reality), count as protected First Amendment 'speech'? When should they instead count as a nuisance or trespass? Under what circumstances would the copying of virtual images infringe intellectual property laws, or the output of intelligent virtual avatars be patentable inventions or works of authorship eligible for copyright? And when should a person (or computer) face legal consequences for allegedly harmful virtual acts?The Research Handbook on the Law of Virtual and Augmented Reality addresses these questions and others, drawing upon free speech doctrine, criminal law, the law of data protection and privacy, and of jurisdiction, as well as upon potential legal rights for increasingly intelligent virtual avatars in VR worlds. The Handbook offers a comprehensive look at challenges to various legal doctrines raised by the emergence - and increasing use of - virtual and augmented reality worlds, and at how existing law in the USA, Europe, and other jurisdictions might apply to these emerging technologies, or evolve to address them. It also considers what legal questions about virtual and augmented reality are likely to be important, not just for judges and legal scholars, but also for the established businesses and start-ups that wish to make use of, and help shape, these important new technologies.This comprehensive Research Handbook will be an invaluable reference to those looking to keep pace with the dynamic field of virtual and augmented reality, including students and researchers studying intellectual property law as well as legal practitioners, computer scientists, engineers, game designers, and business owners.Contributors include: W. Barfield, P.S. Berman, M.J. Blitz, S.J. Blodgett-Ford, J. Danaher, W. Erlank, J.A.T. Fairfield, J. Garon, G. Hallevy, B. Lewis, H.Y.F. Lim, C. Nwaneri, S.R. Peppet, M. Risch, A.L. Rossow, J. Russo, M. Supponen, A.M. Underhill, B.D. Wassom, A. Williams, G. YadinTrade Review'The Research Handbook on the Law or Virtual and Augmented Reality is an extraordinary contribution to the scholarship in this rapidly developing area. The work boasts an impressive list of contributors, and the depth and breadth of topics is quite striking. One might think that such a work would be of interest primarily to lawyers involved in the computer game industry, or in law and technology. But this area of law now reaches into daily life, and both practicing attorneys and scholars in the areas of tort law (defamation, privacy law, right of publicity), constitutional law, intellectual property, criminal law, and business law will also find much to interest them, and a great deal of insight to assist them in analyzing the very real questions that this area of law now presents us. Recommended.' --Christine Corcos, Louisiana State University and A&M, USThe Research Handbook on the Law of Virtual and Augmented Reality offers an all-encompassing view on this field of legal research, containing 20 chapters from scholars in US, Asia, and the European Union, that explore how these jurisdictions might apply to VA/R-technologies and apps. Woodrow Barfield and Marc Blitz have edited an outstanding volume that should be read by all, including students and policy makers.' --Ugo Pagallo, Università degli Studi di Torino, ItalyTable of ContentsContents: Section I. Introduction to the Law of Virtual and Augmented Reality 1. The Law of Virtual Reality and Increasingly Smart Virtual Avatars Woodrow Barfield and Alexander Williams 2. Starting Up in Virtual Reality: Examining Virtual Reality as a Space for Innovation Crystal Nwaneri 3. Virtual Rule of Law Michael Risch 4. Mixed Reality: How the Laws of Virtual Worlds Govern Everyday Life Josh A.T. Fairfield Part II Intellectual Property Law 5. Virtual Copyright Michael Risch and Jack Russo 6. Trademark and the Right of Publicity in Augmented Reality Brian D. Wassom, Amber M. Underhill and Andrew L. Rossow 7. Virtual Trade Dress Jack Russo Part III Issues of Constitutional and Criminal Law 8. First Amendment, Video Games and Virtual Marc Jonathan Blitz 9. Virtual Reality, Haptics, and First Amendment Protection for Sexual Sensation Brooke Lewis 10. Augmented and Virtual Reality, Freedom of Expression, and the Personalization of Public Space Marc Jonathan Blitz 11. Beyond Unauthorized Access: Laws of Virtual Reality Hacking Gilad Yadin 12. The Law and Ethics of Virtual Sexual Assault John Danaher 13. Criminal Liability for Intellectual Property Offenses of Artificially Intelligent Entities in Virtual and Augmented Reality Environments Gabriel Hallevy Part IV Applying the Law to Different Applications of Virtual and Augmented Reality 14. Advertising Legal Issues in Virtual and Augmented Reality S. J. Blodgett- Ford, Woodrow Barfield and Alexander Williams 15. Data Privacy Legal Issues in Virtual and Augmented Reality Advertising S. J. Blodgett- Ford and Mirjam Supponen 16. Reordering the Chaos of the Virtual Arena: Harmonizing Law and Framing Collective Bargaining for Avatar Actors and Digital Athletes Jon Garon Part V Contract, Property Law, and Jurisdiction 17. Property Rights in Virtual and Augmented Reality: Second Life Versus Pokémon Go Hannah YeeFen LIM 18. Freedom of Contract in Augmented Reality Scott R. Peppet 19. Law and Property in Virtual Worlds Wian Erlank 20. Legal Jurisdiction and the Deterritorialization of Social Life Paul Schiff Berman Index

Read more less

Book SynopsisRevealing the politics underlying the rapid globalization of facial recognition technology (FRT), this topical book provides a cutting-edge, critical analysis of the expanding global market for FRT, and the rise of the transnational social movement that opposes it.With the use of FRT for policing, surveillance, and business steadily increasing, this book provides a timely examination of both the benefits of FRT, and the threats it poses to privacy rights, human rights, and civil liberties. Interviews with analysts and activists with expertise in FRT find that the anti-FRT movement is highly uneven, with disproportionate influence in Western democracies and relatively little influence in authoritarian states and low-income countries in the developing world. Through a global analysis of the uptake and regulation of FRT, chapters create a holistic understanding of the politics behind this technology. Concluding with a look towards the future prospects of FRT in the face of the growing size, reach, and power of its opposition, the book reflects more broadly on the power of transnational social movements and civil society activism to prevent the globalization and normalization of new technologies.A visionary exploration of FRT, this book will be invaluable to students and scholars of politics and policy, alongside activists, stakeholders, and policy makers interested in the growing power of social movements to resist new technology.Trade Review‘Facial recognition technologies (FRT) are spreading rapidly worldwide, and have become embedded in numerous everyday government and corporate practices. This widespread adoption has prompted extensive criticism, particularly from civil society groups concerned about human rights abuses and discriminatory impacts for marginalized and vulnerable communities. In Identified, Tracked, and Profiled, Peter Dauvergne provides a much-needed and thoroughly comprehensive overview of the regulatory issues and policy disputes around FRT. This book is essential reading for those interested in political contests over our changing digital landscape.’ -- Ron Deibert, University of Toronto, CanadaTable of ContentsContents: PART I INTRODUCTION 1. Introducing facial recognition technology 2. Resisting the normalization of facial recognition PART II REINING IN FACIAL RECOGNITION TECHNOLOGY 3. The movement to oppose facial recognition 4. The politics of facial recognition bans in the United States 5. Regulating facial recognition in the United States 6. Rising global opposition to face surveillance PART III THE GLOBAL POLITICAL ECONOMY OF FACIAL RECOGNITION 7. The corporate politics of facial recognition 8. The everyday politics of facial recognition in China 9. The globalization of facial recognition technology PART IV CONCLUSIONS 10. The future of facial recognition technology Appendix: interviews Index

Read more less

Book SynopsisThis open access book provides researchers and professionals with a foundational understanding of online privacy as well as insight into the socio-technical privacy issues that are most pertinent to modern information systems, covering several modern topics (e.g., privacy in social media, IoT) and underexplored areas (e.g., privacy accessibility, privacy for vulnerable populations, cross-cultural privacy). The book is structured in four parts, which follow after an introduction to privacy on both a technical and social level: Privacy Theory and Methods covers a range of theoretical lenses through which one can view the concept of privacy. The chapters in this part relate to modern privacy phenomena, thus emphasizing its relevance to our digital, networked lives. Next, Domains covers a number of areas in which privacy concerns and implications are particularly salient, including among others social media, healthcare, smart cities, wearable IT, and trackers. The Audiences section then highlights audiences that have traditionally been ignored when creating privacy-preserving experiences: people from other (non-Western) cultures, people with accessibility needs, adolescents, and people who are underrepresented in terms of their race, class, gender or sexual identity, religion or some combination. Finally, the chapters in Moving Forward outline approaches to privacy that move beyond one-size-fits-all solutions, explore ethical considerations, and describe the regulatory landscape that governs privacy through laws and policies. Perhaps even more so than the other chapters in this book, these chapters are forward-looking by using current personalized, ethical and legal approaches as a starting point for re-conceptualizations of privacy to serve the modern technological landscape. The book’s primary goal is to inform IT students, researchers, and professionals about both the fundamentals of online privacy and the issues that are most pertinent to modern information systems. Lecturers or teachers can assign (parts of) the book for a “professional issues” course. IT professionals may select chapters covering domains and audiences relevant to their field of work, as well as the Moving Forward chapters that cover ethical and legal aspects. Academics who are interested in studying privacy or privacy-related topics will find a broad introduction in both technical and social aspects.Table of Contents1. Introduction and Overview.- Part I: Privacy Theory and Methods.- 2. Privacy Theories and Frameworks.- 3. Revisiting APCO.- 4. Privacy and Behavioral Economics.- 5. The Development of Privacy Norms.- 6. Privacy Beyond the Individual Level.- Part II: Domains.- 7. Social Media and Privacy.- 8. Privacy-Enhancing Technologies.- 9. Tracking and Personalization.- 10. Healthcare Privacy.- 11. Privacy and the Internet of Things.- Part III: Audiences.- 12. Cross-Cultural Privacy Differences.- 13. Accessible Privacy.- 14. Privacy in Adolescence.- 15. Privacy and Vulnerable Populations.- Part IV: Moving Forward.- 16. User-Tailored Privacy.- 17. The Ethics of Privacy in Research and Design: Principles, Practices, and Potential.- 18. EU GDPR: Toward a Regulatory Initiative for Deploying a Private Digital Era.- 19. Reflections: Bringing Privacy to Practice.

Read more less

Book SynopsisThis book highlights recent advances in smart cities technologies, with a focus on new technologies such as biometrics, blockchains, data encryption, data mining, machine learning, deep learning, cloud security, and mobile security. During the past five years, digital cities have been emerging as a technology reality that will come to dominate the usual life of people, in either developed or developing countries. Particularly, with big data issues from smart cities, privacy and security have been a widely concerned matter due to its relevance and sensitivity extensively present in cybersecurity, healthcare, medical service, e-commercial, e-governance, mobile banking, e-finance, digital twins, and so on. These new topics rises up with the era of smart cities and mostly associate with public sectors, which are vital to the modern life of people. This volume summarizes the recent advances in addressing the challenges on big data privacy and security in smart cities and points out the future research direction around this new challenging topic.Table of Contents1. Introduction.- 2. Deep Digital Identity for Big Data Privacy and Security.- 3. Behavioral Biometrics for Security in Smart Cities.- 4. Identity Spoofing and Cyber Attacks.- 5. Intrusion Detection via Deep Learning.- 6. Biometric Blockchain in e-Governance.- 7. e-Voting and Transparent Democracy.- 8. Secured e-Trading with Blockchain.- 9. Healthcare Biometric Blockchain.- 10. Medical Data and Security.- 11. Digital Passport.- 12. Social Smart Cities.- 13. Forensics and Legislation.- 14. Soft Border Control with Digital IDs.

Read more less

Book SynopsisThis book discusses artificial intelligence (AI) and cybersecurity from multiple points of view. The diverse chapters reveal modern trends and challenges related to the use of artificial intelligence when considering privacy, cyber-attacks and defense as well as applications from malware detection to radio signal intelligence.The chapters are contributed by an international team of renown researchers and professionals in the field of AI and cybersecurity.During the last few decades the rise of modern AI solutions that surpass humans in specific tasks has occurred. Moreover, these new technologies provide new methods of automating cybersecurity tasks. In addition to the privacy, ethics and cybersecurity concerns, the readers learn several new cutting edge applications of AI technologies.Researchers working in AI and cybersecurity as well as advanced level students studying computer science and electrical engineering with a focus on AI and Cybersecurity will find this book useful as a reference. Professionals working within these related fields will also want to purchase this book as a reference. Table of ContentsPart I Cybersecurity ConcernsUse of Artificial Intelligence in a Cybersecurity EnvironmentPetri Vähäkainu and Martti LehtoA Review of Cyber Threat (Artificial) Intelligence in SecurityManagementMartin Lundgren and Ali PadyabModel Based Resilience Engineering for Design and Assessment ofMission Critical Systems Containing AI ComponentsAutomation of CybersecurityWorkArtificial Intelligence for Cybersecurity Education and TrainingOffensive Machine Learning Methods and the Cyber Kill ChainDefensive Machine Learning Methods and the Cyber Defence Chain . Part II Privacy and EthicsDifferential Privacy: An Umbrella ReviewAI in Cyber Operations: Ethical and Legal Considerations for End-UsersPart III ApplicationsAndroid Malware Detection Using Deep LearningArtificial Intelligence Enabled Radio Signal IntelligenceDeep Learning Quantile Regression for Robustness, Confidence andPlanningModel Fooling Threats Against Medical Imaging

Read more less

Book SynopsisThis book offers an overview of the field of continuous biometric authentication systems, which capture and continuously authenticate biometrics from user devices. This book first covers the traditional methods of user authentication and discusses how such techniques have become cumbersome in the world of mobile devices and short usage sessions. The concept of continuous biometric authentication systems is introduced and their construction is discussed. The different biometrics that these systems may utilise (e.g.: touchscreen-gesture interactions) are described and relevant studies surveyed. It also surveys important considerations and challenges.This book brings together a wide variety of key motivations, components and advantages of continuous biometric authentication systems. The overview is kept high level, so as not to limit the scope to any single device, biometric trait, use-case, or scenario. Therefore, the contents of this book are applicable to devices ranging from smartphones to desktop computers, utilising biometrics ranging from face recognition to keystroke dynamics. It also provides metrics from a variety of existing systems such that users can identify the advantages and disadvantages of different approaches.This book targets researchers and lecturers working in authentication, as well as advanced-level students in computer science interested in this field. The book will also be of interest to technical professionals working in cyber security.Table of ContentsIntroduction.- Traditional Authentication.- Continuous Authentication.- Biometrics for Continuous Authentication.- Considerations and Challenges.- Conclusion.

Read more less

Book SynopsisThis book constitutes the refereed proceedings of the 7th International Conference on Cognitive Computing, ICCC 2023, held in Shenzhen, China, during December 17–18, 2023.The 9 full papers in this book were carefully reviewed and selected from 14 submissions. They are organized in topical sections as follows: Cognitive Computing Technologies and Infrastructure, Cognitive Computing Applications, Sensing Intelligence, Cognitive Analysis, Mobile Services, Cognitive Computing on Smart Home, and Cognitive Computing on Smart City.Table of Contents​Research Track.- High-Precision Detection of Suicidal Ideation on Social Media Using Bi-LSTM and BERT Models.- P-Reader: A Clue-inspired Model for Machine Reading Comprehension.- An Unsupervised Method for Sarcasm Detection with Prompts.- ENER: Named Entity Recognition Model for Ethnic Ancient Books Based on Entity Boundary Detection.- An Enhanced Opposition-Based Golden-Sine Whale Optimization Algorithm.- T4S: Two-stage Screenplay Synopsis Summary Generation with Turning Points.- Application Track.- Multi-factor Water Level Prediction Based on InnRNN-Attention.- Ethereum Public Opinion Analysis Based on Attention Mechanism.- Prompt Tuning Models on Sentiment-Aware for Explainable Recommendation.

Read more less

Book SynopsisPart I Theoretical foundation and modeling.- Chapter 1 Classifying Malware using Tensor Decomposition.- Chapter 2 Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks.- Chapter 3 Mathematical models for malware propagation: state of art and perspectives.- Chapter 4 Botnet Defense System: A System to Fight Botnets with Botnets.- Part II Machine learning for malware classification.- Chapter 5 Machine Learning-Based Malware Detection in a Production Setting.- Chapter 6 Machine Learning for Windows Malware Detection and Classification: Methods, Challenges and Ongoing Research.- Chapter 7 Conventional Machine Learning-based Android Malware Detectors.- Chapter 8 Conventional Machine Learning-based Android Malware Detectors.- Chapter 9 Method to automate the classification of PE32 malware using Word2vec and LSTM.- Part III Social and legal.- Chapter 10 The South African and Senegalese legislative response to malware facilitated cybercrime.- Chapter 11Malware as a Geopolitical Tool.-Part IV Malware analysis in practice and evasions.- Chapter 12 Advancements in Malware Evasion: Analysis Detection and the Future Role of AI.-Chapter 13 Unpacking malware in the real world: a step by step guide.- Chapter 14 Forensic Analysis of CapraRAT Android Malware.- Chapter 15 Hidden Realms: Exploring Steganography Methods in Games for Covert Malware Delivery.- Part V Malware ecosystem.- Chapter 16  The Malware as a Service ecosystem.- Chapter 17Preventing and detecting malware in smart environments. The smart home case.

Read more less

Book SynopsisPart I Overview.- Chapter 1 Introduction.- Part II Data De-Anonymisation.- Chapter 2 De-Anonymisation Mechanisms - An Overview.- Part III Anonymisation Approaches,- Chapter 3 Multi-Objective Anonymisation.- Chapter 4 High-Dimensional Data - Privacy Considerations.- Chapter 5 Accounting for User Privacy Preferences.- Part IV Usable Privacy - A Discussion.- Chapter 6 Privacy Recommender Systems.- Chapter 7 Identifying Personal Information in Textual Data.- Part V Conclusions and Future Work.- Chapter 8 Conclusions.- Appendix 1.- Appendix 2.- Glossary.- Index.

Read more less

Book SynopsisPrivatheit ist eine wichtige Grundlage für ein selbstbestimmtes Leben. In einer immer stärker vernetzten digitalen Welt ist sie von vielen Seiten bedroht. Die Beiträge des Buches untersuchen aktuelle Herausforderungen für Privatheit und Datenschutz aus multidisziplinärer Perspektive. Thematisiert wird dabei u.a., welche Rolle Privatheit in der Gesellschaft einnimmt, wie Bürger diese heute verstehen und wie sie mit den zunehmenden Angriffen darauf umgehen. Darüber hinaus befassen sich die Beiträge mit der europäischen Datenschutzpolitik und neuen Regelungsformen für einen wirksameren Datenschutz.Table of ContentsPrivatheit, Öffentlichkeit und digitales Leben.- Wandel rechtlicher Normen in der digitalen Welt.- Privatheit in Kommunikation und Wirtschaft.- Technische Ansätze zum Schutz von Privatheit.

Read more less

Book SynopsisDigitale Daten gelten sowohl als Quelle für Wirtschaftswachstum, Innovation und Arbeitsplätze wie auch als Treiber der datenbasierten Reorganisation praktisch aller gesellschaftlichen Bereiche („Datafizierung“). Die datenökonomisch befeuerten Transformationsprozesse des Sozialen werfen dementsprechend vielfältige Fragen auf: Welche Daten sollen von wem wie verwertbar sein? Wie lässt sich legitime Verfügungsmacht gestalten? Usw. Der Band behandelt diese Fragen aus interdisziplinärer Perspektive.Trade Review“... Das Werk enthält vielmehr scharfe Analysen und innovative Gedanken renommierter Forscher unterschiedlichster Fachrichtungen. Damit lädt es nicht nur, wie es der Titel vermuten lässt, zu einem Blick in die Zukunft unserer „datengetriebenen“ Zeit, sondern vor allem auch zu einem Blick über den Tellerrand ein.” (Dr. Alexander Golland, in: DATENSCHUTZ - BERATER, Jg. 43, Heft 12, 2019)Table of ContentsDatenökonomische Geschäftsmodelle.- Kollektivgut & Gemeinwohl in der Datenökonomie.- Handlungsspielräume in der Datenökonomie.- Verfügungsmacht in der Datenökonomie.- Gestaltung der Datenökonomie.

Read more less

Book SynopsisDie in diesem Open-Access-Buch zusammengeführten interdisziplinären Untersuchungen des „Forums Privatheit“ gehen der Frage nach, wie sich die Verwirklichungsbedingungen von Privatheit und Selbstbestimmung durch die Digitalisierung aller Lebensbereiche radikal ändern. Nahezu jede Lebensregung hinterlässt Datenspuren, ermöglicht vielfältige und intensive Datensammlungen über Menschen, unterstützt Verhaltensbeeinflussungen und verstärkt Ungleichgewichte in der Informationsmacht. Es analysiert die Auswirkungen der Digitalisierung auf den rechtlichen und politischen Schutz der Grundrechte, die ökonomischen Beziehungen, die gesellschaftliche Integration und die individuelle Entfaltung. Das Buch zeigt aber auch auf, wie Digitalisierung und ihre gesellschaftlichen Rahmenbedingungen technisch, sozial, ökonomisch und rechtlich gestaltet werden können, um Privatheit und Selbstbestimmung zu schützen.Table of ContentsEinleitung.- Neue Konzepte für den Grundrechtsschutz in der digitalen Welt.- Governance der EU-Datenschutzpolitik: Harmonisierung und Technikneutralität in und Innovationswirkung der DSGVO.- Zum Zusammenspiel zwischen Unternehmen und Verbrauchern in der Datenökonomie: Herausforderungen und neue Gestaltungsansätze.- Privatheit und Digitalität: Zur soziotechnischen Transformation des selbstbestimmten Lebens.- Privatheit, Ethik und demokratische Selbstregulierung in einer digitalen Gesellschaft.- Von Schutzbedürfnissen und Schutzverhalten: Einemedienpsychologische Analyse des individuellen Privatheitsschutzes.- Digitaler Fußabdruck.- Datenschutz und Privatheitsschutz durch Gestaltung der Systeme.

Read more less

Book SynopsisDieses Lehrbuch behandelt im ersten Teil schwerpunktmäßig technische Maßnahmen, die den Schutz personenbezogener Daten sicherstellen. Dazu werden grundlegende Verfahren der Anonymisierung und der Gewährleistung von Anonymität im Internet (z. B. Tor) vorgestellt. Das Buch gibt einen Überblick über gängige Verfahren des Identitätsmanagements (z. B. OpenID Connect) und die in elektronischen Ausweisdokumenten (z. B. im Personalausweis) verwendeten Sicherheitsmaßnahmen. Die Datenschutz-Garantien der vermittelten Ansätze werden im Detail behandelt. Im Bereich des World Wide Web erfährt der Leser, wo die Probleme aus Sicht des Datenschutzes liegen und wie diese Lücken geschlossen werden können. Anonyme Bezahlverfahren und eine Untersuchung von Bitcoin runden den technischen Teil des Buches ab. Der Leser lernt Ansätze aus der Praxis kennen, um so je nach Anforderungen in der Systementwicklung das passende Verfahren auswählen zu können.Im zweiten Teil werden die Grundlagen des Datenschutzrechts behandelt. Denn technische Maßnahmen sollen unerlaubte Datenverarbeitung verhindern; das Recht bestimmt, welche Datenverarbeitungen erlaubt sind. Ohne Kenntnisse im Datenschutzrecht können technische Maßnahmen nicht richtig implementiert werden. Zum besseren Verständnis erfolgt ein Überblick über die Rechtsordnung insgesamt, in die das Datenschutzrecht eingeordnet wird. Betrachtet werden die europäische und die verfassungsrechtliche Dimension des Datenschutzes. Der Schwerpunkt liegt auf den Regelungen der Datenschutz-Grundverordnung. Dabei werden auch besonders häufig vorkommende und Fragen aufwerfende Verarbeitungssituationen wie das Webtracking erörtert. Beispielhaft werden datenschutzrechtliche Fälle bearbeitet.Trade Review“... Im rechtlichen Teil ist hervorzuheben, dass ... Grundlagen des Rechtsverständnisses zielgruppenbezogen für Informatikerinnen und Informatiker dargestellt werden. ... Es bildet die technischen Themen umfassend ab und bietet für das rechtliche Verständnis aktueller Fragestellungen eine solide Grundlage.” (Rudi Kramer, in: AWV-Informationen, 14. Februar 2023) Table of ContentsEinführung in den Technischen Datenschutz - Anonymitätsmaße - Anonymität im Internet - Identitätsmanagement - Anonymes Bezahlen und Bitcoin - Datenschutz im World Wide Web - Instant Messaging - Elektronische Ausweisdokumente - Weitere Privacy-Enhancing Technologies - Datenschutzrecht - Einführung in die Rechtsordnung - Wichtige Gesetze, wichtige Grundbegriffe - Erlaubte und unerlaubte Datenverarbeitungen, Rechtsgrundlagen - Rechenschaftspflicht - technische und organisatorische Maßnahmen (toM) - Betroffenenrechte (Auskunft, Kopie, Berichtigung, Löschung usw.) - Wichtige Verarbeitungssituationen (Videoüberwachung, Fotoaufnahmen, Tracking, Cloud Computing usw.) - Zertifizierung, Akkreditierung - Betriebliche Datenschutzbeauftragte - Datenschutz-Aufsichtsbehörde

Read more less

Book SynopsisThis book provides a thorough overview of the evolution of privacy-preserving machine learning schemes over the last ten years, after discussing the importance of privacy-preserving techniques. In response to the diversity of Internet services, data services based on machine learning are now available for various applications, including risk assessment and image recognition. In light of open access to datasets and not fully trusted environments, machine learning-based applications face enormous security and privacy risks. In turn, it presents studies conducted to address privacy issues and a series of proposed solutions for ensuring privacy protection in machine learning tasks involving multiple parties. In closing, the book reviews state-of-the-art privacy-preserving techniques and examines the security threats they face.Table of ContentsIntroduction.- Secure Cooperative Learning in Early Years.- Outsourced Computation for Learning.- Secure Distributed Learning.- Learning with Differential Privacy.- Applications - Privacy-Preserving Image Processing.- Threats in Open Environment.- Conclusion.

Read more less

Book SynopsisThis book aims to sort out the clear logic of the development of machine learning-driven privacy preservation in IoTs, including the advantages and disadvantages, as well as the future directions in this under-explored domain. In big data era, an increasingly massive volume of data is generated and transmitted in Internet of Things (IoTs), which poses great threats to privacy protection. Motivated by this, an emerging research topic, machine learning-driven privacy preservation, is fast booming to address various and diverse demands of IoTs. However, there is no existing literature discussion on this topic in a systematically manner. The issues of existing privacy protection methods (differential privacy, clustering, anonymity, etc.) for IoTs, such as low data utility, high communication overload, and unbalanced trade-off, are identified to the necessity of machine learning-driven privacy preservation. Besides, the leading and emerging attacks pose further threats to privacy protection in this scenario. To mitigate the negative impact, machine learning-driven privacy preservation methods for IoTs are discussed in detail on both the advantages and flaws, which is followed by potentially promising research directions. Readers may trace timely contributions on machine learning-driven privacy preservation in IoTs. The advances cover different applications, such as cyber-physical systems, fog computing, and location-based services. This book will be of interest to forthcoming scientists, policymakers, researchers, and postgraduates. Table of Contents· Chapter 1: Introduction o Privacy research landscape o Machine learning driven privacy preservation overview o Contribution of this monograph o Outline of the monograph · Chapter 2: Current Methods of Privacy Protection in IoTs o Cryptography based methods o Differential privacy methods o Anonymity-based methods o Clustering-based methods · Chapter 3: Decentralized Privacy Protection of IoTs using Blockchain-Enabled Federated Learning o Overview o System Modelling o Decentralized Privacy Protocols o Blockchain-enabled Federated Learning · Chapter 4: Personalized Privacy Protection of IoTs using GAN-Enhanced Differential Privacy o Overview o System Modelling o Personalized Privacy o GAN-Enhanced Differential Privacy · Chapter 5: Hybrid Privacy Protection of IoT using Reinforcement Learning o Overview o System Modelling o Hybrid Privacy o Markov Decision Process and Reinforcement Learning · Chapter 6: Future Directions o Trade-off optimization o Privacy preservation of digital twin o Privacy-preserving federated learning o Federated generative adversarial nets · Chapter 7: Summary and Outlook

Read more less

Table of Contents1. Fundamentals of Systems 2. A Framework for System Development 3. Cyber-Physical Systems 4. The Business of Safety 5. Systems and Safety 6. Applications of System Safety 7. The Business of Security 8. Systems and Security 9. Application of System Security 10. Evolving Security 11. Distributed and Cloud Computing 12. Mobile Computing 13. Smart Grid 14. Smart Grid Algebra: A Formal Language for Design and Test

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less

a huge range and FREE tracked UK delivery on ALL orders.

Read more less