Database Anonymization
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Database Anonymization
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Author : Josep Domingo-Ferrer
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Database Anonymization written by Josep Domingo-Ferrer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
The current social and economic context increasingly demands open data to improve scientific research and decision making. However, when published data refer to individual respondents, disclosure risk limitation techniques must be implemented to anonymize the data and guarantee by design the fundamental right to privacy of the subjects the data refer to. Disclosure risk limitation has a long record in the statistical and computer science research communities, who have developed a variety of privacy-preserving solutions for data releases. This Synthesis Lecture provides a comprehensive overview of the fundamentals of privacy in data releases focusing on the computer science perspective. Specifically, we detail the privacy models, anonymization methods, and utility and risk metrics that have been proposed so far in the literature. Besides, as a more advanced topic, we identify and discuss in detail connections between several privacy models (i.e., how to accumulate the privacy guarantees they offer to achieve more robust protection and when such guarantees are equivalent or complementary); we also explore the links between anonymization methods and privacy models (how anonymization methods can be used to enforce privacy models and thereby offer ex ante privacy guarantees). These latter topics are relevant to researchers and advanced practitioners, who will gain a deeper understanding on the available data anonymization solutions and the privacy guarantees they can offer.
The Complete Book Of Data Anonymization
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Author : Balaji Raghunathan
language : en
Publisher: CRC Press
Release Date : 2013-06-13
The Complete Book Of Data Anonymization written by Balaji Raghunathan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-13 with Computers categories.
The Complete Book of Data Anonymization: From Planning to Implementation supplies a 360-degree view of data privacy protection using data anonymization. It examines data anonymization from both a practitioner's and a program sponsor's perspective. Discussing analysis, planning, setup, and governance, it illustrates the entire process of adapting and implementing anonymization tools and programs. Part I of the book begins by explaining what data anonymization is. It describes how to scope a data anonymization program as well as the challenges involved when planning for this initiative at an enterprisewide level. Part II describes the different solution patterns and techniques available for data anonymization. It explains how to select a pattern and technique and provides a phased approach towards data anonymization for an application. A cutting-edge guide to data anonymization implementation, this book delves far beyond data anonymization techniques to supply you with the wide-ranging perspective required to ensure comprehensive protection against misuse of data.
Database Systems For Advanced Applications
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Author : Weiyi Meng
language : en
Publisher: Springer
Release Date : 2013-04-17
Database Systems For Advanced Applications written by Weiyi Meng and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Computers categories.
This two volume set LNCS 7825 and LNCS 7826 constitutes the refereed proceedings of the 18th International Conference on Database Systems for Advanced Applications, DASFAA 2013, held in Wuhan, China, in April 2013. The 51 revised full papers and 10 short papers presented together with 2 invited keynote talks, 1 invited paper, 3 industrial papers, 9 demo presentations, 4 tutorials and 1 panel paper were carefully reviewed and selected from a total of 227 submissions. The topics covered in part 1 are social networks; query processing; nearest neighbor search; index; query analysis; XML data management; privacy protection; and uncertain data management; and in part 2: graph data management; physical design; knowledge management; temporal data management; social networks; query processing; data mining; applications; and database applications.
Advanced Data Mining And Applications
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Author : Weitong Chen
language : en
Publisher: Springer Nature
Release Date : 2022-11-23
Advanced Data Mining And Applications written by Weitong Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-23 with Computers categories.
The two-volume set LNAI 13725 and 13726 constitutes the proceedings of the 18th International Conference on Advanced Data Mining and Applications, ADMA 2022, which took place in Brisbane, Queensland, Australia, in November 2022. The 72 papers presented in the proceedings were carefully reviewed and selected from 198 submissions. The contributions were organized in topical sections as follows: Finance and Healthcare; Web and IoT Applications; On-device Application; Other Applications; Pattern Mining; Graph Mining; Text Mining; Image, Multimedia and Time Series Data Mining; Classification, Clustering and Recommendation; Multi-objective, Optimization, Augmentation, and Database; and Others.
Sql Database Mastery Advanced Techniques For Database Management
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-21
Sql Database Mastery Advanced Techniques For Database Management written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-21 with Computers categories.
Step into the realm of data with "SQL Database Mastery: Advanced Techniques for Database Management," your ultimate guide to mastering the complexities of modern databases. Whether you're an aspiring database expert, a software developer seeking to elevate your skills, or a tech enthusiast keen on delving into data management, this book is crafted to propel you to expertise. Starting with the fundamental principles of SQL syntax and database architecture, and advancing to sophisticated query strategies, performance optimization, and data security, each chapter is thoughtfully designed to build on the previous one, offering a logical and comprehensive learning journey. Discover how to execute efficient queries, design resilient databases, enhance performance, and safeguard sensitive data using advanced authentication and encryption methods. "SQL Database Mastery" transcends theoretical knowledge, delivering actionable insights, real-world scenarios, and interactive exercises to arm you with the skills necessary to navigate today's complex database landscapes. From scaling databases to meet high demand, to mastering stored procedures and triggers for seamless automation and consistency, this book covers it all. Unlock the true potential of SQL and databases, sharpening your analytical abilities, advancing your career, and empowering you to devise innovative, data-driven solutions with assurance and ingenuity. Whether your goal is to build scalable web applications, delve into data analytics, or ensure robust data integrity and security, "SQL Database Mastery: Advanced Techniques for Database Management" is your gateway to conquering the digital database frontier.
Anonymizing Health Data
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Author : Khaled El Emam
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2013-12-11
Anonymizing Health Data written by Khaled El Emam and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-11 with Computers categories.
Updated as of August 2014, this practical book will demonstrate proven methods for anonymizing health data to help your organization share meaningful datasets, without exposing patient identity. Leading experts Khaled El Emam and Luk Arbuckle walk you through a risk-based methodology, using case studies from their efforts to de-identify hundreds of datasets. Clinical data is valuable for research and other types of analytics, but making it anonymous without compromising data quality is tricky. This book demonstrates techniques for handling different data types, based on the authors’ experiences with a maternal-child registry, inpatient discharge abstracts, health insurance claims, electronic medical record databases, and the World Trade Center disaster registry, among others. Understand different methods for working with cross-sectional and longitudinal datasets Assess the risk of adversaries who attempt to re-identify patients in anonymized datasets Reduce the size and complexity of massive datasets without losing key information or jeopardizing privacy Use methods to anonymize unstructured free-form text data Minimize the risks inherent in geospatial data, without omitting critical location-based health information Look at ways to anonymize coding information in health data Learn the challenge of anonymously linking related datasets
Tunable Security For Deployable Data Outsourcing
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Author : Koehler, Jens
language : en
Publisher: KIT Scientific Publishing
Release Date : 2015-08-18
Tunable Security For Deployable Data Outsourcing written by Koehler, Jens and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-18 with Electronic computers. Computer science categories.
Security mechanisms like encryption negatively affect other software quality characteristics like efficiency. To cope with such trade-offs, it is preferable to build approaches that allow to tune the trade-offs after the implementation and design phase. This book introduces a methodology that can be used to build such tunable approaches. The book shows how the proposed methodology can be applied in the domains of database outsourcing, identity management, and credential management.
Privacy Preserving Engineering Techniques And Technologies In Software Development
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-03
Privacy Preserving Engineering Techniques And Technologies In Software Development written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Computers categories.
"Privacy-Preserving Engineering: Techniques and Technologies in Software Development" is an indispensable guide for developers, privacy advocates, and students navigating the intricate landscape of digital privacy. This timely book provides an in-depth exploration of the principles, methodologies, and practical applications of privacy-preserving technologies. From the basics of cryptography to the forefront of homomorphic encryption and zero-knowledge proofs, readers will gain the expertise needed to implement robust privacy measures in their software development projects. Featuring detailed discussions on contemporary challenges and future directions, the book offers valuable insights into maintaining privacy without compromising functionality. Whether you aim to deepen your understanding of differential privacy, explore blockchain's potential in privacy protection, or apply privacy-preserving techniques in machine learning, this book serves as your essential resource. Equip yourself with the tools and knowledge required to meet the demands of secure and private software development in today’s digital era.
Data Privacy Management Cryptocurrencies And Blockchain Technology
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Author : Joaquin Garcia-Alfaro
language : en
Publisher: Springer
Release Date : 2018-09-06
Data Privacy Management Cryptocurrencies And Blockchain Technology written by Joaquin Garcia-Alfaro and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-06 with Computers categories.
This book constitutes the refereed conference proceedings of the 2nd International Workshop on Cryprocurrencies and Blockchain Technology, CBT 2018, and the 13thInternational Workshop on Data Privacy Management, DPM 2018, on conjunction with the 23nd European Symposium on Research in Computer Security, ESORICS 2018, held in Barcelona, Spain, in September 2018. From the CBT Workshop 7 full and 8 short papers out of 39 submissions are included. The selected papers cover aspects of identity management, smart contracts, soft- and hardforks, proof-of-works and proof of stake as well as on network layer aspects and the application of blockchain technology for secure connect event ticketing. The DPM Workshop received 36 submissions from which 11 full and 5 short papers were selected for presentation. The papers focus on challenging problems such as translation of high-level buiness goals into system level privacy policies, administration of sensitive identifiers, data integration and privacy engineering.
Privacy Technologies And Policy
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Author : Erich Schweighofer
language : en
Publisher: Springer
Release Date : 2017-10-10
Privacy Technologies And Policy written by Erich Schweighofer and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-10 with Computers categories.
This book constitutes the thoroughly refereed post-conference proceedings of the 5th Annual Privacy Forum, APF 2017, held in Vienna, Austria, in June 2017. The 12 revised full papers were carefully selected from 41 submissions on the basis of significance, novelty, and scientific quality. These selected papers are organized in three different chapters corresponding to the conference sessions. The first chapter, “Data Protection Regulation”, discusses topics concerning big genetic data, a privacy-preserving European identity ecosystem, the right to be forgotten und the re-use of privacy risk analysis. The second chapter, “Neutralisation and Anonymization”, discusses neutralisation of threat actors, privacy by design data exchange between CSIRTs, differential privacy and database anonymization. Finally, the third chapter, “Privacy Policies in Practice”, discusses privacy by design, privacy scores, privacy data management in healthcare and trade-offs between privacy and utility.