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Author: Nataraj Venkataramanan
Publisher: CRC Press
ISBN: 1315353768
Category : Computers
Languages : en
Pages : 296
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Book Description
The book covers data privacy in depth with respect to data mining, test data management, synthetic data generation etc. It formalizes principles of data privacy that are essential for good anonymization design based on the data format and discipline. The principles outline best practices and reflect on the conflicting relationship between privacy and utility. From a practice standpoint, it provides practitioners and researchers with a definitive guide to approach anonymization of various data formats, including multidimensional, longitudinal, time-series, transaction, and graph data. In addition to helping CIOs protect confidential data, it also offers a guideline as to how this can be implemented for a wide range of data at the enterprise level.
Author: Nataraj Venkataramanan
Publisher: CRC Press
ISBN: 1315353768
Category : Computers
Languages : en
Pages : 296
Get Book
Book Description
The book covers data privacy in depth with respect to data mining, test data management, synthetic data generation etc. It formalizes principles of data privacy that are essential for good anonymization design based on the data format and discipline. The principles outline best practices and reflect on the conflicting relationship between privacy and utility. From a practice standpoint, it provides practitioners and researchers with a definitive guide to approach anonymization of various data formats, including multidimensional, longitudinal, time-series, transaction, and graph data. In addition to helping CIOs protect confidential data, it also offers a guideline as to how this can be implemented for a wide range of data at the enterprise level.
Author: Jonathan I. Ezor
Publisher:
ISBN: 9781422490969
Category : Business records
Languages : en
Pages : 0
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Book Description
This book incorporates the "functional guidance" demanded by the real world legal practice without being " over technical." This book bridges the gap between lawyers and technologists using a threefold approach combining technology, law and business practices. The author intends on first laying the overall legal and technical foundation, then discussing the processes through which data are collected, stored and used. Each chapter begins with an explanation of the operation being addressed (i.e. e-mail, social networking etc.) and how personal information is obtained and used, followed by key statutes, regulations and cases with links to full text. Each chapter will conclude with discussion of best practices, policies and methods that are used to comply with the law. A Teacher's Manual is also available to professors.
Author: Ninghui Li
Publisher: Springer Nature
ISBN: 3031023501
Category : Computers
Languages : en
Pages : 124
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Book Description
Over the last decade, differential privacy (DP) has emerged as the de facto standard privacy notion for research in privacy-preserving data analysis and publishing. The DP notion offers strong privacy guarantee and has been applied to many data analysis tasks. This Synthesis Lecture is the first of two volumes on differential privacy. This lecture differs from the existing books and surveys on differential privacy in that we take an approach balancing theory and practice. We focus on empirical accuracy performances of algorithms rather than asymptotic accuracy guarantees. At the same time, we try to explain why these algorithms have those empirical accuracy performances. We also take a balanced approach regarding the semantic meanings of differential privacy, explaining both its strong guarantees and its limitations. We start by inspecting the definition and basic properties of DP, and the main primitives for achieving DP. Then, we give a detailed discussion on the the semantic privacy guarantee provided by DP and the caveats when applying DP. Next, we review the state of the art mechanisms for publishing histograms for low-dimensional datasets, mechanisms for conducting machine learning tasks such as classification, regression, and clustering, and mechanisms for publishing information to answer marginal queries for high-dimensional datasets. Finally, we explain the sparse vector technique, including the many errors that have been made in the literature using it. The planned Volume 2 will cover usage of DP in other settings, including high-dimensional datasets, graph datasets, local setting, location privacy, and so on. We will also discuss various relaxations of DP.
Author: Peter Swire
Publisher:
ISBN: 9781948771368
Category :
Languages : en
Pages :
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Book Description
Author: Alan Tang
Publisher: CRC Press
ISBN: 1000840956
Category : Computers
Languages : en
Pages : 659
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Book Description
1. Equip professionals with holistic and structured knowledge regarding establishing and implementing privacy framework and program. 2. Gain practical guidance, tools, and templates to manage complex privacy and data protection subjects with cross-functional teams. 3. Gain the knowledge in measuring privacy program and operating it in a more efficient and effective manner.
Author: Tim Mather
Publisher: "O'Reilly Media, Inc."
ISBN: 1449379516
Category : Computers
Languages : en
Pages : 338
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Book Description
You may regard cloud computing as an ideal way for your company to control IT costs, but do you know how private and secure this service really is? Not many people do. With Cloud Security and Privacy, you'll learn what's at stake when you trust your data to the cloud, and what you can do to keep your virtual infrastructure and web applications secure. Ideal for IT staffers, information security and privacy practitioners, business managers, service providers, and investors alike, this book offers you sound advice from three well-known authorities in the tech security world. You'll learn detailed information on cloud computing security that-until now-has been sorely lacking. Review the current state of data security and storage in the cloud, including confidentiality, integrity, and availability Learn about the identity and access management (IAM) practice for authentication, authorization, and auditing of the users accessing cloud services Discover which security management frameworks and standards are relevant for the cloud Understand the privacy aspects you need to consider in the cloud, including how they compare with traditional computing models Learn the importance of audit and compliance functions within the cloud, and the various standards and frameworks to consider Examine security delivered as a service-a different facet of cloud security
Author: Eduardo Ustaran
Publisher:
ISBN: 9780979590153
Category : Data protection
Languages : en
Pages : 321
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Book Description
Author: Charlotte A. Tschider
Publisher: Kluwer Law International B.V.
ISBN: 9403532149
Category : Law
Languages : en
Pages : 429
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Book Description
As jurisdictions increasingly pass new cybersecurity and privacy laws, it is crucial that attorneys secure a working knowledge of information technology to effectively advise organizations that collect and process data. This essential book—now extensively updated to reflect the dramatic legal changes that have taken place in the few short years since its first edition—remains the preeminent in-depth survey and analysis of privacy and cybersecurity laws worldwide. It also provides a deeply informed guide on how to apply legal requirements to protect an organization’s interests and anticipate future compliance developments. With detailed attention to relevant supranational, regional, and national privacy and data protection laws and frameworks, the author describes and analyzes the legal strategies and responsibilities attached to the following and more: prompt, secure ways to identify threats, manage vulnerabilities, and respond to “incidents” and data breaches; most common types of cyberattacks used today; transparency and consent; rights of revocation, erasure, and correction; de-identification and anonymization procedures; data localization; cross-jurisdictional data transfer; contract negotiation; encryption, de-identification, anonymization, and pseudonymization; and Artificial Intelligence as an emerging technology that will require more dynamic and challenging conversations. Balancing legal knowledge with technical awareness and business acumen, this book is an indispensable resource for attorneys who must provide advice on strategic implementations of new technologies, advise on the impact of certain laws on the enterprise, interpret complex cybersecurity and privacy contractual language, and participate in incident response and data breach activities. It will also be of value to other practitioners, such as security personnel and compliance professionals, who will benefit from a broad perspective exploring privacy and data protection laws and their connection with security technologies and broader organizational compliance objectives.
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309124999
Category : Computers
Languages : en
Pages : 334
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Book Description
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.
Author: Thomas Shaw
Publisher:
ISBN: 9781948771047
Category :
Languages : en
Pages :
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Book Description
