The Privacy Papers

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The Algorithmic Foundations of Differential Privacy

Author : Cynthia Dwork,Aaron Roth
Publisher : Unknown
Page : 286 pages
File Size : 45,6 Mb
Release : 2014
Category : Computers
ISBN : 1601988184

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The Algorithmic Foundations of Differential Privacy by Cynthia Dwork,Aaron Roth Pdf

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.

The Privacy Papers

Author : Rebecca Herold
Publisher : CRC Press
Page : 709 pages
File Size : 41,7 Mb
Release : 2001-12-20
Category : Computers
ISBN : 9781420000177

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The Privacy Papers by Rebecca Herold Pdf

Today, more than ever, organizations have to cope with increased concerns regarding privacy issues. These concerns are not limited to consumer fears about how information collected by Web sites will be used or misused. They also involve broader issues, including data collected for direct response marketing, privacy of financial and health records,

Privacy and Identity Management

Author : Michael Friedewald,Stefan Schiffner,Stephan Krenn
Publisher : Springer Nature
Page : 273 pages
File Size : 42,8 Mb
Release : 2021-03-31
Category : Computers
ISBN : 9783030724658

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Privacy and Identity Management by Michael Friedewald,Stefan Schiffner,Stephan Krenn Pdf

This book contains selected papers presented at the 15th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School on Privacy and Identity Management, held in Maribor, Slovenia, in September 2020.* The 13 full papers included in this volume were carefully reviewed and selected from 21 submissions. Also included is a summary paper of a tutorial. As in previous years, one of the goals of the IFIP Summer School was to encourage the publication of thorough research papers by students and emerging scholars. The papers combine interdisciplinary approaches to bring together a host of perspectives, such as technical, legal, regulatory, socio-economic, social or societal, political, ethical, anthropological, philosophical, or psychological perspectives. *The summer school was held virtually.

Research Involving Human Biological Materials: Commissioned papers. Privacy and the analysis of stored tissues

Author : United States. National Bioethics Advisory Commission
Publisher : Unknown
Page : 272 pages
File Size : 50,5 Mb
Release : 1999
Category : Bioethics
ISBN : UOM:39015049619193

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Research Involving Human Biological Materials: Commissioned papers. Privacy and the analysis of stored tissues by United States. National Bioethics Advisory Commission Pdf

The Digital Person

Author : Daniel J Solove
Publisher : NYU Press
Page : 295 pages
File Size : 49,9 Mb
Release : 2004
Category : Computers
ISBN : 9780814740378

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The Digital Person by Daniel J Solove Pdf

In a revealing study of how digital dossiers are created (usually without our knowledge), the author argues that we must rethink our understanding of what privacy is and what it means in the digital age, and then reform the laws that define and regulate it. Reprint.

Privacy on the Ground

Author : Kenneth A. Bamberger,Deirdre K. Mulligan
Publisher : MIT Press
Page : 353 pages
File Size : 55,7 Mb
Release : 2024-05-28
Category : Law
ISBN : 9780262552424

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Privacy on the Ground by Kenneth A. Bamberger,Deirdre K. Mulligan Pdf

An examination of corporate privacy management in the United States, Germany, Spain, France, and the United Kingdom, identifying international best practices and making policy recommendations. Barely a week goes by without a new privacy revelation or scandal. Whether by hackers or spy agencies or social networks, violations of our personal information have shaken entire industries, corroded relations among nations, and bred distrust between democratic governments and their citizens. Polls reflect this concern, and show majorities for more, broader, and stricter regulation—to put more laws “on the books.” But there was scant evidence of how well tighter regulation actually worked “on the ground” in changing corporate (or government) behavior—until now. This intensive five-nation study goes inside corporations to examine how the people charged with protecting privacy actually do their work, and what kinds of regulation effectively shape their behavior. And the research yields a surprising result. The countries with more ambiguous regulation—Germany and the United States—had the strongest corporate privacy management practices, despite very different cultural and legal environments. The more rule-bound countries—like France and Spain—trended instead toward compliance processes, not embedded privacy practices. At a crucial time, when Big Data and the Internet of Things are snowballing, Privacy on the Ground helpfully searches out the best practices by corporations, provides guidance to policymakers, and offers important lessons for everyone concerned with privacy, now and in the future.

Nothing to Hide

Author : Daniel J. Solove
Publisher : Yale University Press
Page : 271 pages
File Size : 45,5 Mb
Release : 2011-05-31
Category : Law
ISBN : 9780300177251

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Nothing to Hide by Daniel J. Solove Pdf

"If you've got nothing to hide," many people say, "you shouldn't worry about government surveillance." Others argue that we must sacrifice privacy for security. But as Daniel J. Solove argues in this important book, these arguments and many others are flawed. They are based on mistaken views about what it means to protect privacy and the costs and benefits of doing so. The debate between privacy and security has been framed incorrectly as a zero-sum game in which we are forced to choose between one value and the other. Why can't we have both? In this concise and accessible book, Solove exposes the fallacies of many pro-security arguments that have skewed law and policy to favor security at the expense of privacy. Protecting privacy isn't fatal to security measures; it merely involves adequate oversight and regulation. Solove traces the history of the privacy-security debate from the Revolution to the present day. He explains how the law protects privacy and examines concerns with new technologies. He then points out the failings of our current system and offers specific remedies. Nothing to Hide makes a powerful and compelling case for reaching a better balance between privacy and security and reveals why doing so is essential to protect our freedom and democracy"--Jacket.

Privacy in Context

Author : Helen Nissenbaum
Publisher : Stanford University Press
Page : 304 pages
File Size : 44,9 Mb
Release : 2009-11-24
Category : Law
ISBN : 9780804772891

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Privacy in Context by Helen Nissenbaum Pdf

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.

Sharing Clinical Trial Data

Author : Institute of Medicine,Board on Health Sciences Policy,Committee on Strategies for Responsible Sharing of Clinical Trial Data
Publisher : National Academies Press
Page : 304 pages
File Size : 45,6 Mb
Release : 2015-04-20
Category : Medical
ISBN : 9780309316323

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Sharing Clinical Trial Data by Institute of Medicine,Board on Health Sciences Policy,Committee on Strategies for Responsible Sharing of Clinical Trial Data Pdf

Data sharing can accelerate new discoveries by avoiding duplicative trials, stimulating new ideas for research, and enabling the maximal scientific knowledge and benefits to be gained from the efforts of clinical trial participants and investigators. At the same time, sharing clinical trial data presents risks, burdens, and challenges. These include the need to protect the privacy and honor the consent of clinical trial participants; safeguard the legitimate economic interests of sponsors; and guard against invalid secondary analyses, which could undermine trust in clinical trials or otherwise harm public health. Sharing Clinical Trial Data presents activities and strategies for the responsible sharing of clinical trial data. With the goal of increasing scientific knowledge to lead to better therapies for patients, this book identifies guiding principles and makes recommendations to maximize the benefits and minimize risks. This report offers guidance on the types of clinical trial data available at different points in the process, the points in the process at which each type of data should be shared, methods for sharing data, what groups should have access to data, and future knowledge and infrastructure needs. Responsible sharing of clinical trial data will allow other investigators to replicate published findings and carry out additional analyses, strengthen the evidence base for regulatory and clinical decisions, and increase the scientific knowledge gained from investments by the funders of clinical trials. The recommendations of Sharing Clinical Trial Data will be useful both now and well into the future as improved sharing of data leads to a stronger evidence base for treatment. This book will be of interest to stakeholders across the spectrum of research--from funders, to researchers, to journals, to physicians, and ultimately, to patients.

The Protection of Privacy

Author : Anonim
Publisher : Unknown
Page : 11 pages
File Size : 55,9 Mb
Release : 1980
Category : Electronic books
ISBN : OCLC:966312637

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The Protection of Privacy by Anonim Pdf

The Future of Reputation

Author : Daniel J. Solove
Publisher : Yale University Press
Page : 256 pages
File Size : 40,9 Mb
Release : 2007-01-01
Category : Law
ISBN : 9780300138191

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The Future of Reputation by Daniel J. Solove Pdf

Teeming with chatrooms, online discussion groups, and blogs, the Internet offers previously unimagined opportunities for personal expression and communication. But there's a dark side to the story. A trail of information fragments about us is forever preserved on the Internet, instantly available in a Google search. A permanent chronicle of our private lives--often of dubious reliability and sometimes totally false--will follow us wherever we go, accessible to friends, strangers, dates, employers, neighbors, relatives, and anyone else who cares to look. This engrossing book, brimming with amazing examples of gossip, slander, and rumor on the Internet, explores the profound implications of the online collision between free speech and privacy. Daniel Solove, an authority on information privacy law, offers a fascinating account of how the Internet is transforming gossip, the way we shame others, and our ability to protect our own reputations. Focusing on blogs, Internet communities, cybermobs, and other current trends, he shows that, ironically, the unconstrained flow of information on the Internet may impede opportunities for self-development and freedom. Long-standing notions of privacy need review, the author contends: unless we establish a balance between privacy and free speech, we may discover that the freedom of the Internet makes us less free.

Consumer Law and Economics

Author : Klaus Mathis,Avishalom Tor
Publisher : Springer Nature
Page : 326 pages
File Size : 45,7 Mb
Release : 2020-08-31
Category : Law
ISBN : 9783030490287

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Consumer Law and Economics by Klaus Mathis,Avishalom Tor Pdf

This edited volume covers the challenges currently faced by consumer law in Europe and the United States, ranging from fundamental theoretical questions, such as what goals consumer law should pursue, to practical questions raised by disclosure requirements, the General Data Protection Regulation and technology advancements. With governments around the world enacting powerful new regulations concerning consumers, consumer law has become an important topic in the economic analysis of law. Intended to protect consumers, these regulations typically seek to do so by giving them tools to make better decisions, or by limiting the consequences of their bad decisions. Legal scholars are divided, however, regarding the efficacy and effects of these regulations; some call for certain policies to be abolished, while others support a regulatory expansion.

The Right of Publicity

Author : Jennifer E. Rothman
Publisher : Harvard University Press
Page : 236 pages
File Size : 48,7 Mb
Release : 2018-05-01
Category : Law
ISBN : 9780674986350

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The Right of Publicity by Jennifer E. Rothman Pdf

Who controls how one’s identity is used by others? This legal question, centuries old, demands greater scrutiny in the Internet age. Jennifer Rothman uses the right of publicity—a little-known law, often wielded by celebrities—to answer that question, not just for the famous but for everyone. In challenging the conventional story of the right of publicity’s emergence, development, and justifications, Rothman shows how it transformed people into intellectual property, leading to a bizarre world in which you can lose ownership of your own identity. This shift and the right’s subsequent expansion undermine individual liberty and privacy, restrict free speech, and suppress artistic works. The Right of Publicity traces the right’s origins back to the emergence of the right of privacy in the late 1800s. The central impetus for the adoption of privacy laws was to protect people from “wrongful publicity.” This privacy-based protection was not limited to anonymous private citizens but applied to famous actors, athletes, and politicians. Beginning in the 1950s, the right transformed into a fully transferable intellectual property right, generating a host of legal disputes, from control of dead celebrities like Prince, to the use of student athletes’ images by the NCAA, to lawsuits by users of Facebook and victims of revenge porn. The right of publicity has lost its way. Rothman proposes returning the right to its origins and in the process reclaiming privacy for a public world.

Privacy is Power

Author : Carissa Véliz
Publisher : Random House
Page : 260 pages
File Size : 48,6 Mb
Release : 2020-09-24
Category : Political Science
ISBN : 9781473583535

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Privacy is Power by Carissa Véliz Pdf

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.