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Protecting Privacy in Data Release

Protecting Privacy in Data Release
Author: Giovanni Livraga
Publisher: Springer
Total Pages: 204
Release: 2015-05-18
Genre: Computers
ISBN: 3319161091

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This book presents a comprehensive approach to protecting sensitive information when large data collections are released by their owners. It addresses three key requirements of data privacy: the protection of data explicitly released, the protection of information not explicitly released but potentially vulnerable due to a release of other data, and the enforcement of owner-defined access restrictions to the released data. It is also the first book with a complete examination of how to enforce dynamic read and write access authorizations on released data, applicable to the emerging data outsourcing and cloud computing situations. Private companies, public organizations and final users are releasing, sharing, and disseminating their data to take reciprocal advantage of the great benefits of making their data available to others. This book weighs these benefits against the potential privacy risks. A detailed analysis of recent techniques for privacy protection in data release and case studies illustrate crucial scenarios. Protecting Privacy in Data Release targets researchers, professionals and government employees working in security and privacy. Advanced-level students in computer science and electrical engineering will also find this book useful as a secondary text or reference.


Innovations in Federal Statistics

Innovations in Federal Statistics
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 151
Release: 2017-04-21
Genre: Social Science
ISBN: 030945428X

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Federal government statistics provide critical information to the country and serve a key role in a democracy. For decades, sample surveys with instruments carefully designed for particular data needs have been one of the primary methods for collecting data for federal statistics. However, the costs of conducting such surveys have been increasing while response rates have been declining, and many surveys are not able to fulfill growing demands for more timely information and for more detailed information at state and local levels. Innovations in Federal Statistics examines the opportunities and risks of using government administrative and private sector data sources to foster a paradigm shift in federal statistical programs that would combine diverse data sources in a secure manner to enhance federal statistics. This first publication of a two-part series discusses the challenges faced by the federal statistical system and the foundational elements needed for a new paradigm.


Data Matters

Data Matters
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 103
Release: 2019-01-28
Genre: Science
ISBN: 030948247X

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In an increasingly interconnected world, perhaps it should come as no surprise that international collaboration in science and technology research is growing at a remarkable rate. As science and technology capabilities grow around the world, U.S.-based organizations are finding that international collaborations and partnerships provide unique opportunities to enhance research and training. International research agreements can serve many purposes, but data are always involved in these collaborations. The kinds of data in play within international research agreements varies widely and may range from financial and consumer data, to Earth and space data, to population behavior and health data, to specific project-generated dataâ€"this is just a narrow set of examples of research data but illustrates the breadth of possibilities. The uses of these data are various and require accounting for the effects of data access, use, and sharing on many different parties. Cultural, legal, policy, and technical concerns are also important determinants of what can be done in the realms of maintaining privacy, confidentiality, and security, and ethics is a lens through which the issues of data, data sharing, and research agreements can be viewed as well. A workshop held on March 14-16, 2018, in Washington, DC explored the changing opportunities and risks of data management and use across disciplinary domains. The third workshop in a series, participants gathered to examine advisory principles for consideration when developing international research agreements, in the pursuit of highlighting promising practices for sustaining and enabling international research collaborations at the highest ethical level possible. The intent of the workshop was to explore, through an ethical lens, the changing opportunities and risks associated with data management and use across disciplinary domainsâ€"all within the context of international research agreements. This publication summarizes the presentations and discussions from the workshop.


Protecting Privacy in Data Releases

Protecting Privacy in Data Releases
Author: Chris Sadler
Publisher:
Total Pages: 26
Release: 2020
Genre: Data protection
ISBN:

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This paper provides an overview of some of the privacy issues involved with data releases (disclosures), and how disclosure limitation techniques can be used to protect the confidentiality of individuals whose data is included in disclosures. It provides an overview of some of the primary methods that have traditionally been used, as well as those that have emerged more recently. It does not aim to be an exhaustive list of disclosure limitation methods, but will hopefully provide pointers to further reading. The Census Bureau, which has been a primary center of developing disclosure limitation techniques, is used as an example of how disclosure limitation is practiced and how it has evolved.


Protecting Data Privacy in Health Services Research

Protecting Data Privacy in Health Services Research
Author: Institute of Medicine
Publisher: National Academies Press
Total Pages: 208
Release: 2001-01-13
Genre: Computers
ISBN: 0309071879

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The need for quality improvement and for cost saving are driving both individual choices and health system dynamics. The health services research that we need to support informed choices depends on access to data, but at the same time, individual privacy and patient-health care provider confidentiality must be protected.


Beyond the HIPAA Privacy Rule

Beyond the HIPAA Privacy Rule
Author: Institute of Medicine
Publisher: National Academies Press
Total Pages: 334
Release: 2009-03-24
Genre: Computers
ISBN: 0309124999

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In the realm of health care, privacy protections are needed to preserve patients' dignity and prevent possible harms. Ten years ago, to address these concerns as well as set guidelines for ethical health research, Congress called for a set of federal standards now known as the HIPAA Privacy Rule. In its 2009 report, Beyond the HIPAA Privacy Rule: Enhancing Privacy, Improving Health Through Research, the Institute of Medicine's Committee on Health Research and the Privacy of Health Information concludes that the HIPAA Privacy Rule does not protect privacy as well as it should, and that it impedes important health research.


Privacy, Big Data, and the Public Good

Privacy, Big Data, and the Public Good
Author: Julia Lane
Publisher: Cambridge University Press
Total Pages: 343
Release: 2014-06-09
Genre: Mathematics
ISBN: 1316094456

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Massive amounts of data on human beings can now be analyzed. Pragmatic purposes abound, including selling goods and services, winning political campaigns, and identifying possible terrorists. Yet 'big data' can also be harnessed to serve the public good: scientists can use big data to do research that improves the lives of human beings, improves government services, and reduces taxpayer costs. In order to achieve this goal, researchers must have access to this data - raising important privacy questions. What are the ethical and legal requirements? What are the rules of engagement? What are the best ways to provide access while also protecting confidentiality? Are there reasonable mechanisms to compensate citizens for privacy loss? The goal of this book is to answer some of these questions. The book's authors paint an intellectual landscape that includes legal, economic, and statistical frameworks. The authors also identify new practical approaches that simultaneously maximize the utility of data access while minimizing information risk.


United States Code

United States Code
Author: United States
Publisher:
Total Pages: 1420
Release: 2001
Genre: Law
ISBN:

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Guide to Protecting the Confidentiality of Personally Identifiable Information

Guide to Protecting the Confidentiality of Personally Identifiable Information
Author: Erika McCallister
Publisher: DIANE Publishing
Total Pages: 59
Release: 2010-09
Genre: Computers
ISBN: 1437934889

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The escalation of security breaches involving personally identifiable information (PII) has contributed to the loss of millions of records over the past few years. Breaches involving PII are hazardous to both individuals and org. Individual harms may include identity theft, embarrassment, or blackmail. Organ. harms may include a loss of public trust, legal liability, or remediation costs. To protect the confidentiality of PII, org. should use a risk-based approach. This report provides guidelines for a risk-based approach to protecting the confidentiality of PII. The recommend. here are intended primarily for U.S. Fed. gov¿t. agencies and those who conduct business on behalf of the agencies, but other org. may find portions of the publication useful.


Conducting Biosocial Surveys

Conducting Biosocial Surveys
Author: National Research Council
Publisher: National Academies Press
Total Pages: 124
Release: 2010-10-02
Genre: Computers
ISBN: 0309157064

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Recent years have seen a growing tendency for social scientists to collect biological specimens such as blood, urine, and saliva as part of large-scale household surveys. By combining biological and social data, scientists are opening up new fields of inquiry and are able for the first time to address many new questions and connections. But including biospecimens in social surveys also adds a great deal of complexity and cost to the investigator's task. Along with the usual concerns about informed consent, privacy issues, and the best ways to collect, store, and share data, researchers now face a variety of issues that are much less familiar or that appear in a new light. In particular, collecting and storing human biological materials for use in social science research raises additional legal, ethical, and social issues, as well as practical issues related to the storage, retrieval, and sharing of data. For example, acquiring biological data and linking them to social science databases requires a more complex informed consent process, the development of a biorepository, the establishment of data sharing policies, and the creation of a process for deciding how the data are going to be shared and used for secondary analysis-all of which add cost to a survey and require additional time and attention from the investigators. These issues also are likely to be unfamiliar to social scientists who have not worked with biological specimens in the past. Adding to the attraction of collecting biospecimens but also to the complexity of sharing and protecting the data is the fact that this is an era of incredibly rapid gains in our understanding of complex biological and physiological phenomena. Thus the tradeoffs between the risks and opportunities of expanding access to research data are constantly changing. Conducting Biosocial Surveys offers findings and recommendations concerning the best approaches to the collection, storage, use, and sharing of biospecimens gathered in social science surveys and the digital representations of biological data derived therefrom. It is aimed at researchers interested in carrying out such surveys, their institutions, and their funding agencies.