Protecting Privacy In Data Release

Protecting Privacy In Data Release Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Protecting Privacy In Data Release book. This book definitely worth reading, it is an incredibly well-written.

Protecting Privacy in Data Release

Giovanni Livraga
Protecting Privacy in Data Release Book PDF

Author : Giovanni Livraga
Publisher : Springer
Page : 192 pages
File Size : 44,6 Mb
Release : 2015-05-18
Category : Computers
ISBN : 9783319161099

Get Book

Protecting Privacy in Data Release by Giovanni Livraga Pdf

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

National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods
Innovations in Federal Statistics Book PDF

Author : National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods
Publisher : National Academies Press
Page : 151 pages
File Size : 50,9 Mb
Release : 2017-04-21
Category : Social Science
ISBN : 9780309454285

Get Book

Innovations in Federal Statistics by National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods Pdf

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.

Protecting Data Privacy in Health Services Research

Institute of Medicine,Division of Health Care Services,Committee on the Role of Institutional Review Boards in Health Services Research Data Privacy Protection
Protecting Data Privacy in Health Services Research Book PDF

Author : Institute of Medicine,Division of Health Care Services,Committee on the Role of Institutional Review Boards in Health Services Research Data Privacy Protection
Publisher : National Academies Press
Page : 208 pages
File Size : 44,8 Mb
Release : 2001-01-13
Category : Computers
ISBN : 9780309071871

Get Book

Protecting Data Privacy in Health Services Research by Institute of Medicine,Division of Health Care Services,Committee on the Role of Institutional Review Boards in Health Services Research Data Privacy Protection Pdf

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.

The Governance of Privacy

Colin J. Bennett,Charles D. Raab
The Governance of Privacy Book PDF

Author : Colin J. Bennett,Charles D. Raab
Publisher : Routledge
Page : 295 pages
File Size : 51,6 Mb
Release : 2017-11-01
Category : Political Science
ISBN : 9781351775472

Get Book

The Governance of Privacy by Colin J. Bennett,Charles D. Raab Pdf

This book was published in 2003.This book offers a broad and incisive analysis of the governance of privacy protection with regard to personal information in contemporary advanced industrial states. Based on research across many countries, it discusses the goals of privacy protection policy and the changing discourse surrounding the privacy issue, concerning risk, trust and social values. It analyzes at length the contemporary policy instruments that together comprise the inventory of possible solutions to the problem of privacy protection. It argues that privacy protection depends upon an integration of these instruments, but that any country's efforts are inescapably linked with the actions of others that operate outside its borders. The book concludes that, in a ’globalizing’ world, this regulatory interdependence could lead either to a search for the highest possible standard of privacy protection, or to competitive deregulation, or to a more complex outcome reflecting the nature of the issue and its policy responses.

Beyond the HIPAA Privacy Rule

Institute of Medicine,Board on Health Care Services,Board on Health Sciences Policy,Committee on Health Research and the Privacy of Health Information: The HIPAA Privacy Rule
Beyond the HIPAA Privacy Rule Book PDF

Author : Institute of Medicine,Board on Health Care Services,Board on Health Sciences Policy,Committee on Health Research and the Privacy of Health Information: The HIPAA Privacy Rule
Publisher : National Academies Press
Page : 334 pages
File Size : 40,7 Mb
Release : 2009-03-24
Category : Computers
ISBN : 9780309124997

Get Book

Beyond the HIPAA Privacy Rule by Institute of Medicine,Board on Health Care Services,Board on Health Sciences Policy,Committee on Health Research and the Privacy of Health Information: The HIPAA Privacy Rule Pdf

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.

Visions of Privacy

Colin J. Bennett,Rebecca A. Grant,Colin John Bennett
Visions of Privacy Book PDF

Author : Colin J. Bennett,Rebecca A. Grant,Colin John Bennett
Publisher : University of Toronto Press
Page : 300 pages
File Size : 55,7 Mb
Release : 1999-01-01
Category : Law
ISBN : 0802080502

Get Book

Visions of Privacy by Colin J. Bennett,Rebecca A. Grant,Colin John Bennett Pdf

Experts from Canada, the United States, and the United Kingdom, explore five potential paths to privacy protection.

The Algorithmic Foundations of Differential Privacy

Cynthia Dwork,Aaron Roth
The Algorithmic Foundations of Differential Privacy Book PDF

Author : Cynthia Dwork,Aaron Roth
Publisher : Unknown
Page : 286 pages
File Size : 53,5 Mb
Release : 2014
Category : Computers
ISBN : 1601988184

Get Book

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.

Protecting Your Privacy in a Data-Driven World

Claire McKay Bowen
Protecting Your Privacy in a Data Driven World Book PDF

Author : Claire McKay Bowen
Publisher : CRC Press
Page : 102 pages
File Size : 49,7 Mb
Release : 2021-11-21
Category : Mathematics
ISBN : 9781000481822

Get Book

Protecting Your Privacy in a Data-Driven World by Claire McKay Bowen Pdf

At what point does the sacrifice to our personal information outweigh the public good? If public policymakers had access to our personal and confidential data, they could make more evidence-based, data-informed decisions that could accelerate economic recovery and improve COVID-19 vaccine distribution. However, access to personal data comes at a steep privacy cost for contributors, especially underrepresented groups. Protecting Your Privacy in a Data-Driven World is a practical, nontechnical guide that explains the importance of balancing these competing needs and calls for careful consideration of how data are collected and disseminated by our government and the private sector. Not addressing these concerns can harm the same communities policymakers are trying to protect through data privacy and confidentiality legislation.

Data and Applications Security and Privacy XXVII

Lingyu Wang,Basit Shafiq
Data and Applications Security and Privacy XXVII Book PDF

Author : Lingyu Wang,Basit Shafiq
Publisher : Springer
Page : 305 pages
File Size : 43,5 Mb
Release : 2013-07-10
Category : Computers
ISBN : 9783642392566

Get Book

Data and Applications Security and Privacy XXVII by Lingyu Wang,Basit Shafiq Pdf

This book constitutes the refereed proceedings of the 27th IFIP WG 11.3 International Conference on Data and Applications Security and Privacy, DBSec 2013, held in Newark, NJ, USA in July 2013. The 16 revised full and 6 short papers presented were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on privacy, access control, cloud computing, data outsourcing, and mobile computing.

Preserving Privacy in Data Outsourcing

Sara Foresti
Preserving Privacy in Data Outsourcing Book PDF

Author : Sara Foresti
Publisher : Springer Science & Business Media
Page : 180 pages
File Size : 46,7 Mb
Release : 2010-10-05
Category : Computers
ISBN : 9781441976598

Get Book

Preserving Privacy in Data Outsourcing by Sara Foresti Pdf

Privacy requirements have an increasing impact on the realization of modern applications. Commercial and legal regulations demand that privacy guarantees be provided whenever sensitive information is stored, processed, or communicated to external parties. Current approaches encrypt sensitive data, thus reducing query execution efficiency and preventing selective information release. Preserving Privacy in Data Outsourcing presents a comprehensive approach for protecting highly sensitive information when it is stored on systems that are not under the data owner's control. The approach illustrated combines access control and encryption, enforcing access control via structured encryption. This solution, coupled with efficient algorithms for key derivation and distribution, provides efficient and secure authorization management on outsourced data, allowing the data owner to outsource not only the data but the security policy itself. To reduce the amount of data to be encrypted the book also investigates data fragmentation as a possible way to protect privacy of data associations and provide fragmentation as a complementary means for protecting privacy: associations broken by fragmentation will be visible only to users authorized (by knowing the proper key) to join fragments. The book finally investigates the problem of executing queries over possible data distributed at different servers and which must be controlled to ensure sensitive information and sensitive associations be visible only to parties authorized for that. Case Studies are provided throughout the book. Privacy, data mining, data protection, data outsourcing, electronic commerce, machine learning professionals and others working in these related fields will find this book a valuable asset, as well as primary associations such as ACM, IEEE and Management Science. This book is also suitable for advanced level students and researchers concentrating on computer science as a secondary text or reference book.

Canadian Privacy

Kris Klein,International Association of Privacy Professionals
Canadian Privacy Book PDF

Author : Kris Klein,International Association of Privacy Professionals
Publisher : Unknown
Page : 154 pages
File Size : 45,5 Mb
Release : 2009-03-01
Category : Information technology
ISBN : 0979590132

Get Book

Canadian Privacy by Kris Klein,International Association of Privacy Professionals Pdf

"Canada has distinguished itself as a pioneer in the oversight of privacy and data protection through a co-regulatory approach that balances industry initiative with government protection of consumer preferences and citizen concerns. Incorporating key elements of the European and American approaches, Canada is the first North American country to enact comprehensive data protection regulation that sets appropriate standards for privacy practices across the country. In recognition of Canada's unique position, the International Association of Privacy Professionals (IAPP) has created the first credentialing program in Canadian privacy. The Certified Information Privacy Professional/Canada (CIPP/C) is the first certification to be designed by Canadian privacy officers for the benefit of information management professionals who work in the Canadian private sector. Canadian Privacy: Data Protection Law and Policy for the Practitioner is the official reference for the CIPP/C program. It brings into focus all of the notable Canadian data protection laws and standards including: The Privacy Act of Canada; The Personal Information and Electronic Documents Act ("PIPEDA"); The Personal Information Protection Acts of Alberta and British Columbia (the "PIPAs"); The Personal Health Information Protection Act of Ontario ("PHIPA"); The private sector Act of Québec ("Loi sur la protection des rensiegnments personeels dans le secrteur privé [sic]"); the Generally Acceptable Privacy Principles ("GAPP"). Canadian Privacy is a valuable reference for Canadian corporate privacy officers as well as any professional who is responsible for the information risk management, information security, information auditing or legal compliance needs of clients or organizations based in Canada."--P. [4] of cover.

Protecting Privacy in Surveillance Societies

David H. Flaherty
Protecting Privacy in Surveillance Societies Book PDF

Author : David H. Flaherty
Publisher : UNC Press Books
Page : 508 pages
File Size : 55,6 Mb
Release : 2014-03-19
Category : History
ISBN : 9781469620824

Get Book

Protecting Privacy in Surveillance Societies by David H. Flaherty Pdf

Flaherty examines the passage, revision, and implementation of privacy and data protection laws at the national and state levels in Sweden, Canada, France, Germany, and the United States. He offers a comparative and critical analysis of the challenges data protectors face int their attempt to preserve individual rights.

Conducting Biosocial Surveys

National Research Council,Division of Behavioral and Social Sciences and Education,Committee on Population,Committee on National Statistics,Panel on Collecting, Storing, Accessing, and Protecting Biological Specimens and Biodata in Social Surveys
Conducting Biosocial Surveys Book PDF

Author : National Research Council,Division of Behavioral and Social Sciences and Education,Committee on Population,Committee on National Statistics,Panel on Collecting, Storing, Accessing, and Protecting Biological Specimens and Biodata in Social Surveys
Publisher : National Academies Press
Page : 124 pages
File Size : 53,8 Mb
Release : 2010-10-02
Category : Computers
ISBN : 9780309157063

Get Book

Conducting Biosocial Surveys by National Research Council,Division of Behavioral and Social Sciences and Education,Committee on Population,Committee on National Statistics,Panel on Collecting, Storing, Accessing, and Protecting Biological Specimens and Biodata in Social Surveys Pdf

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.

Technology and Privacy

Philip Agre,Marc Rotenberg
Technology and Privacy Book PDF

Author : Philip Agre,Marc Rotenberg
Publisher : MIT Press
Page : 342 pages
File Size : 40,9 Mb
Release : 1998
Category : Computers
ISBN : 0262511010

Get Book

Technology and Privacy by Philip Agre,Marc Rotenberg Pdf

Over the last several years, the realm of technology and privacy has been transformed, creating a landscape that is both dangerous and encouraging. Significant changes include large increases in communications bandwidths; the widespread adoption of computer networking and public-key cryptography; new digital media that support a wide range of social relationships; a massive body of practical experience in the development and application of data-protection laws; and the rapid globalization of manufacturing, culture, and policy making. The essays in this book provide a new conceptual framework for the analysis and debate of privacy policy and for the design and development of information systems.

Federal Statistics, Multiple Data Sources, and Privacy Protection

National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods
Federal Statistics Multiple Data Sources and Privacy Protection Book PDF

Author : National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods
Publisher : National Academies Press
Page : 195 pages
File Size : 55,5 Mb
Release : 2017-12-27
Category : Social Science
ISBN : 9780309465403

Get Book

Federal Statistics, Multiple Data Sources, and Privacy Protection by National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods Pdf

The environment for obtaining information and providing statistical data for policy makers and the public has changed significantly in the past decade, raising questions about the fundamental survey paradigm that underlies federal statistics. New data sources provide opportunities to develop a new paradigm that can improve timeliness, geographic or subpopulation detail, and statistical efficiency. It also has the potential to reduce the costs of producing federal statistics. The panel's first report described federal statistical agencies' current paradigm, which relies heavily on sample surveys for producing national statistics, and challenges agencies are facing; the legal frameworks and mechanisms for protecting the privacy and confidentiality of statistical data and for providing researchers access to data, and challenges to those frameworks and mechanisms; and statistical agencies access to alternative sources of data. The panel recommended a new approach for federal statistical programs that would combine diverse data sources from government and private sector sources and the creation of a new entity that would provide the foundational elements needed for this new approach, including legal authority to access data and protect privacy. This second of the panel's two reports builds on the analysis, conclusions, and recommendations in the first one. This report assesses alternative methods for implementing a new approach that would combine diverse data sources from government and private sector sources, including describing statistical models for combining data from multiple sources; examining statistical and computer science approaches that foster privacy protections; evaluating frameworks for assessing the quality and utility of alternative data sources; and various models for implementing the recommended new entity. Together, the two reports offer ideas and recommendations to help federal statistical agencies examine and evaluate data from alternative sources and then combine them as appropriate to provide the country with more timely, actionable, and useful information for policy makers, businesses, and individuals.