Privacy
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The Algorithmic Foundations Of Differential Privacy
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Author : Cynthia Dwork
language : en
Publisher:
Release Date : 2014
The Algorithmic Foundations Of Differential Privacy written by Cynthia Dwork and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Computers categories.
The problem of privacy-preserving data analysis has a long history spanning multiple disciplines. As electronic data about individuals becomes increasingly detailed, and as technology enables ever more powerful collection and curation of these data, the need increases for a robust, meaningful, and mathematically rigorous definition of privacy, together with a computationally rich class of algorithms that satisfy this definition. Differential Privacy is such a definition. The Algorithmic Foundations of Differential Privacy starts out by motivating and discussing the meaning of differential privacy, and proceeds to explore the fundamental techniques for achieving differential privacy, and the application of these techniques in creative combinations, using the query-release problem as an ongoing example. A key point is that, by rethinking the computational goal, one can often obtain far better results than would be achieved by methodically replacing each step of a non-private computation with a differentially private implementation. Despite some powerful computational results, there are still fundamental limitations. Virtually all the algorithms discussed herein maintain differential privacy against adversaries of arbitrary computational power -- certain algorithms are computationally intensive, others are efficient. Computational complexity for the adversary and the algorithm are both discussed. The monograph then turns from fundamentals to applications other than query-release, discussing differentially private methods for mechanism design and machine learning. The vast majority of the literature on differentially private algorithms considers a single, static, database that is subject to many analyses. Differential privacy in other models, including distributed databases and computations on data streams, is discussed. The Algorithmic Foundations of Differential Privacy is meant as a thorough introduction to the problems and techniques of differential privacy, and is an invaluable reference for anyone with an interest in the topic.
Preface Privacy In Peril An Enduring Value A Legal Right Privacy And Freedom Of Expression Data Protection The Death Of Privacy References Further Reading Index
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Author : Raymond Wacks
language : en
Publisher: Oxford University Press, USA
Release Date : 2015
Preface Privacy In Peril An Enduring Value A Legal Right Privacy And Freedom Of Expression Data Protection The Death Of Privacy References Further Reading Index written by Raymond Wacks and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Law categories.
What is privacy? Why do we need it & value it so much? This introduction examines why privacy has become one of the most important topics in contemporary society. Considering issues of privacy in relation to security, the protection of personal data, & the paparazzi, its implications are wide-ranging & affect us all.
Privacy Is Power
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Author : Carissa Véliz
language : en
Publisher: Random House
Release Date : 2020-09-24
Privacy Is Power written by Carissa Véliz and has been published by Random House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-24 with Political Science categories.
An Economist BEST BOOK OF THE YEAR As the data economy grows in power, Carissa Véliz exposes how our privacy is eroded by big tech and governments, why that matters and what we can do about it. The moment you check your phone in the morning you are giving away your data. Before you've even switched off your alarm, a whole host of organisations have been alerted to when you woke up, where you slept, and with whom. As you check the weather, scroll through your 'suggested friends' on Facebook, you continually compromise your privacy. Without your permission, or even your awareness, tech companies are harvesting your information, your location, your likes, your habits, and sharing it amongst themselves. They're not just selling your data. They're selling the power to influence you. Even when you've explicitly asked them not to. And it's not just you. It's all your contacts too. Digital technology is stealing our personal data and with it our power to make free choices. To reclaim that power and democracy, we must protect our privacy. What can we do? So much is at stake. Our phones, our TVs, even our washing machines are spies in our own homes. We need new regulation. We need to pressure policy-makers for red lines on the data economy. And we need to stop sharing and to adopt privacy-friendly alternatives to Google, Facebook and other online platforms. Short, terrifying, practical: Privacy is Power highlights the implications of our laid-back attitude to data and sets out how we can take back control. If you liked The Age of Surveillance Capitalism, you'll love Privacy is Power because it provides a philosophical perspective on the politics of privacy, and it offers a very practical outlook, both for policymakers and ordinary citizens.
Privacy And Security In The Digital Age
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Author : Michael Friedewald
language : en
Publisher: Routledge
Release Date : 2016-01-13
Privacy And Security In The Digital Age written by Michael Friedewald and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-13 with Social Science categories.
Privacy and data protection are recognized as fundamental human rights. Recent developments, however, indicate that security issues are used to undermine these fundamental rights. As new technologies effectively facilitate collection, storage, processing and combination of personal data government agencies take advantage for their own purposes. Increasingly, and for other reasons, the business sector threatens the privacy of citizens as well. The contributions to this book explore the different aspects of the relationship between technology and privacy. The emergence of new technologies threaten increasingly privacy and/or data protection; however, little is known about the potential of these technologies that call for innovative and prospective analysis, or even new conceptual frameworks. Technology and privacy are two intertwined notions that must be jointly analyzed and faced. Technology is a social practice that embodies the capacity of societies to transform themselves by creating the possibility to generate and manipulate not only physical objects, but also symbols, cultural forms and social relations. In turn, privacy describes a vital and complex aspect of these social relations. Thus technology influences people’s understanding of privacy, and people’s understanding of privacy is a key factor in defining the direction of technological development. This book was originally published as a special issue of Innovation: The European Journal of Social Science Research.
Privacy Is Hard And Seven Other Myths
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Author : Jaap-Henk Hoepman
language : en
Publisher: MIT Press
Release Date : 2023-10-03
Privacy Is Hard And Seven Other Myths written by Jaap-Henk Hoepman and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-03 with Computers categories.
An expert on computer privacy and security shows how we can build privacy into the design of systems from the start. We are tethered to our devices all day, every day, leaving data trails of our searches, posts, clicks, and communications. Meanwhile, governments and businesses collect our data and use it to monitor us without our knowledge. So we have resigned ourselves to the belief that privacy is hard--choosing to believe that websites do not share our information, for example, and declaring that we have nothing to hide anyway. In this informative and illuminating book, a computer privacy and security expert argues that privacy is not that hard if we build it into the design of systems from the start. Along the way, Jaap-Henk Hoepman debunks eight persistent myths surrounding computer privacy. The website that claims it doesn't collect personal data, for example; Hoepman explains that most data is personal, capturing location, preferences, and other information. You don't have anything to hide? There's nothing wrong with wanting to keep personal information--even if it's not incriminating or embarrassing--private. Hoepman shows that just as technology can be used to invade our privacy, it can be used to protect it, when we apply privacy by design. Hoepman suggests technical fixes, discussing pseudonyms, leaky design, encryption, metadata, and the benefits of keeping your data local (on your own device only), and outlines privacy design strategies that system designers can apply now.
Privacy In Context
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Author : Helen Nissenbaum
language : en
Publisher: Stanford University Press
Release Date : 2009-11-24
Privacy In Context written by Helen Nissenbaum and has been published by Stanford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-11-24 with Law categories.
Privacy is one of the most urgent issues associated with information technology and digital media. This book claims that what people really care about when they complain and protest that privacy has been violated is not the act of sharing information itself—most people understand that this is crucial to social life —but the inappropriate, improper sharing of information. Arguing that privacy concerns should not be limited solely to concern about control over personal information, Helen Nissenbaum counters that information ought to be distributed and protected according to norms governing distinct social contexts—whether it be workplace, health care, schools, or among family and friends. She warns that basic distinctions between public and private, informing many current privacy policies, in fact obscure more than they clarify. In truth, contemporary information systems should alarm us only when they function without regard for social norms and values, and thereby weaken the fabric of social life.
Privacy In The 21st Century
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Author : Alexandra Rengel
language : en
Publisher: Martinus Nijhoff Publishers
Release Date : 2013-10-02
Privacy In The 21st Century written by Alexandra Rengel and has been published by Martinus Nijhoff Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-02 with Law categories.
In Privacy in the 21st Century Alexandra Rengel offers an assessment of the international right to privacy within both a historical and modern context. The book explores the underpinnings of privacy in religion, philosophy, and the law. The author explores the evolution of the legal concept of the right to privacy and offers a comparative law analysis of the global protections of privacy offered by individual states, international agreements, and recognized international legal norms. The author peers into the future of privacy, the technologies which affect the right to privacy, and the ways in which privacy may be protected in the future within the domestic and international law contexts. The author offers her insightful views on possible solutions to counteract encroachments on the right to privacy.
Group Privacy
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Author : Linnet Taylor
language : en
Publisher: Springer
Release Date : 2016-12-28
Group Privacy written by Linnet Taylor and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-28 with Philosophy categories.
The goal of the book is to present the latest research on the new challenges of data technologies. It will offer an overview of the social, ethical and legal problems posed by group profiling, big data and predictive analysis and of the different approaches and methods that can be used to address them. In doing so, it will help the reader to gain a better grasp of the ethical and legal conundrums posed by group profiling. The volume first maps the current and emerging uses of new data technologies and clarifies the promises and dangers of group profiling in real life situations. It then balances this with an analysis of how far the current legal paradigm grants group rights to privacy and data protection, and discusses possible routes to addressing these problems. Finally, an afterword gathers the conclusions reached by the different authors and discuss future perspectives on regulating new data technologies.
The Value Of Privacy
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Author : Beate Rossler
language : en
Publisher: John Wiley & Sons
Release Date : 2018-03-12
The Value Of Privacy written by Beate Rossler and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-12 with Philosophy categories.
This new book by Beate Rossler is a work of real quality andoriginality on an extremely topical issue: the issue of privacy andthe relations between the private and the public. Rossler investigates the reasons why we value privacy and why weought to value it. In the context of modern, liberal societies,Rossler develops a theory of the private which links privacy andautonomy in a constitutive way: privacy is a necessary condition tolead an autonomous life. The book develops a theory of freedom andautonomy which sees the ability to pose the "practical question" ofhow one wants to live, of what a person strives to be, at thecentre of the modern idea of autonomy. The question of privacy is emerging as an increasingly importanttopic in social and political theory and is central to many currentdebates in law, the media and politics. The Value of Privacy willbe widely recognised to be a classic contribution to the subject.
99 Privacy Breaches To Beware Of Practical Data Protection Tips From Real Life Experiences
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Author : Kevin Shepherdson
language : en
Publisher: Marshall Cavendish International Asia Pte Ltd
Release Date : 2018-08-15
99 Privacy Breaches To Beware Of Practical Data Protection Tips From Real Life Experiences written by Kevin Shepherdson and has been published by Marshall Cavendish International Asia Pte Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-15 with Computers categories.
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