標題: Titlebook: Linking Sensitive Data; Methods and Techniqu Peter Christen,Thilina Ranbaduge,Rainer Schnell Book 2020 Springer Nature Switzerland AG 2020 [打印本頁] 作者: 佯攻 時間: 2025-3-21 20:00
書目名稱Linking Sensitive Data影響因子(影響力)
書目名稱Linking Sensitive Data影響因子(影響力)學科排名
書目名稱Linking Sensitive Data網(wǎng)絡公開度
書目名稱Linking Sensitive Data網(wǎng)絡公開度學科排名
書目名稱Linking Sensitive Data被引頻次
書目名稱Linking Sensitive Data被引頻次學科排名
書目名稱Linking Sensitive Data年度引用
書目名稱Linking Sensitive Data年度引用學科排名
書目名稱Linking Sensitive Data讀者反饋
書目名稱Linking Sensitive Data讀者反饋學科排名
作者: 顯微鏡 時間: 2025-3-21 23:44
Peter Christen,Thilina Ranbaduge,Rainer Schnell for the final chapters that present regularized solutions of inverse problems in finite-dimensional spaces, with Chapter Three covering linear problems and Chapter Four studying nonlinear problems. Model probl978-3-030-59316-2978-3-030-59317-9Series ISSN 2730-5996 Series E-ISSN 2512-3211 作者: Pde5-Inhibitors 時間: 2025-3-22 00:40
versmethods and techniques to link such data, the third part discusses aspects of practical importance, and the fourth part provides an outlook of future challenges and open research problems relevant to linkin978-3-030-59708-5978-3-030-59706-1作者: EXTOL 時間: 2025-3-22 04:35
Regulatory Frameworksidentifiers, using technical and organisational measures to restrict data access, and implementing organisational structures and procedures such as the Five Safes. Finally, we highlight the importance of the embedding of research involving sensitive databases within organisational and societal setti作者: FACET 時間: 2025-3-22 09:09
Encoding and Comparing Sensitive Valuesreference values, embedding into multidimensional spaces, and secure multiparty computation. We end the chapter with a discussion on the suitability of these types of techniques for different linkage scenarios.作者: excrete 時間: 2025-3-22 15:39
Practical Considerationse setting and tuning of parameters required by different techniques, the requirement and management of computational resources, and the skills and expertise required to link sensitive databases. We conclude the chapter with a discussion of guidelines that have been developed to help practitioners im作者: 頑固 時間: 2025-3-22 17:19
Book 2020irst part introduces the reader to the topic of linking sensitive data, the second part coversmethods and techniques to link such data, the third part discusses aspects of practical importance, and the fourth part provides an outlook of future challenges and open research problems relevant to linkin作者: 低位的人或事 時間: 2025-3-22 22:07 作者: –LOUS 時間: 2025-3-23 02:38 作者: Criteria 時間: 2025-3-23 08:27
..This volume contains the lecture notes of the two courses. Original research articles and a survey complement these lecture notes. Applications to economics are discussed in various contributions..978-3-642-19988-2978-3-642-19989-9Series ISSN 0930-0325 Series E-ISSN 2197-7186 作者: 形容詞 時間: 2025-3-23 12:56
Peter Christen,Thilina Ranbaduge,Rainer Schnell..This volume contains the lecture notes of the two courses. Original research articles and a survey complement these lecture notes. Applications to economics are discussed in various contributions..978-3-642-19988-2978-3-642-19989-9Series ISSN 0930-0325 Series E-ISSN 2197-7186 作者: 秘傳 時間: 2025-3-23 16:51 作者: 前面 時間: 2025-3-23 21:20
Peter Christen,Thilina Ranbaduge,Rainer Schnell..This volume contains the lecture notes of the two courses. Original research articles and a survey complement these lecture notes. Applications to economics are discussed in various contributions..978-3-642-19988-2978-3-642-19989-9Series ISSN 0930-0325 Series E-ISSN 2197-7186 作者: Acupressure 時間: 2025-3-24 00:32
..This volume contains the lecture notes of the two courses. Original research articles and a survey complement these lecture notes. Applications to economics are discussed in various contributions..978-3-642-19988-2978-3-642-19989-9Series ISSN 0930-0325 Series E-ISSN 2197-7186 作者: Rankle 時間: 2025-3-24 03:27 作者: nutrition 時間: 2025-3-24 10:33 作者: 潰爛 時間: 2025-3-24 12:44 作者: Humble 時間: 2025-3-24 16:53 作者: Pastry 時間: 2025-3-24 22:44
Linking Sensitive Data Backgroundng data, and then give an overview of the record linkage process with a ow chart and descriptions of the major steps involved when linking databases. We discuss aspects of data quality that can in uence the outcomes of a linking process, and we highlight the importance of data preprocessing in any l作者: 碎石 時間: 2025-3-24 23:51 作者: 失眠癥 時間: 2025-3-25 03:32
Assessing Privacy and Risksrovide, as well as the risks of a potential successful reidentification of sensitive information in any encoded or encrypted database used by such an application. In this chapter we discuss how to measure privacy and risks in the context of conducting privacy-preserving linking of sensitive database作者: 剛開始 時間: 2025-3-25 10:20 作者: infringe 時間: 2025-3-25 15:41
Encoding and Comparing Sensitive Valuesdeveloped a variety of techniques to link sensitive databases in a privacy-preserving way. Many of these techniques have so far not been used in practical applications for a variety of reasons that range from security weaknesses or limitations in linkage capabilities to prohibitive computational req作者: EVEN 時間: 2025-3-25 18:55 作者: opalescence 時間: 2025-3-25 23:55 作者: 主講人 時間: 2025-3-26 04:02
Computational Efficiencys blocking, indexing, and filtering have been developed and are being used to make linkage techniques more scalable. In this chapter we describe a variety of such techniques, as well as methods for linking large sensitive databases on modern parallel computing platforms and distributed environments.作者: 商談 時間: 2025-3-26 04:52 作者: Brain-Imaging 時間: 2025-3-26 09:57 作者: 音樂戲劇 時間: 2025-3-26 14:04
Real-world Applicationsreserving techniques. These examples come from different countries, where different privacy frameworks and legislation exist that either make the use of such approaches necessary, or where organisations are using privacypreserving linkage approaches to make their linkages more secure.作者: Allergic 時間: 2025-3-26 17:04
Future Research Challenges and Directions open research questions that require further investigations. These include the development of frameworks that allow comparative empirical evaluations, the preparation of benchmark data collections, how to link sensitive databases in a cloud data service, how to properly assess the quality and compl作者: nominal 時間: 2025-3-26 21:21
Peter Christen,Thilina Ranbaduge,Rainer Schnellhe treatment is mathematically rigorous, relying on calculus and linear algebra only; familiarity with more advanced mathematical theories like functional analysis is not required. Containing up-to-date methods, this book will provide readers with the tools necessary to compute regularized solutions作者: 老巫婆 時間: 2025-3-27 03:21 作者: 闖入 時間: 2025-3-27 06:59
Peter Christen,Thilina Ranbaduge,Rainer Schnellanalysis in economics are performed.The two lecture notes ch.The “Stats in the Chateau” summer school was held at the CRC chateau on the campus of HEC Paris, Jouy-en-Josas, France, from August 31 to September 4, 2009. This event was organized jointly by faculty members of three French academic insti作者: Fraudulent 時間: 2025-3-27 10:05 作者: Ingredient 時間: 2025-3-27 13:46 作者: STANT 時間: 2025-3-27 17:51
Peter Christen,Thilina Ranbaduge,Rainer Schnellanalysis in economics are performed.The two lecture notes ch.The “Stats in the Chateau” summer school was held at the CRC chateau on the campus of HEC Paris, Jouy-en-Josas, France, from August 31 to September 4, 2009. This event was organized jointly by faculty members of three French academic insti作者: 奇怪 時間: 2025-3-27 23:42 作者: 發(fā)源 時間: 2025-3-28 03:46
Peter Christen,Thilina Ranbaduge,Rainer Schnellanalysis in economics are performed.The two lecture notes ch.The “Stats in the Chateau” summer school was held at the CRC chateau on the campus of HEC Paris, Jouy-en-Josas, France, from August 31 to September 4, 2009. This event was organized jointly by faculty members of three French academic insti作者: 消散 時間: 2025-3-28 06:45
analysis in economics are performed.The two lecture notes ch.The “Stats in the Chateau” summer school was held at the CRC chateau on the campus of HEC Paris, Jouy-en-Josas, France, from August 31 to September 4, 2009. This event was organized jointly by faculty members of three French academic insti作者: 嘴唇可修剪 時間: 2025-3-28 10:32 作者: 敬禮 時間: 2025-3-28 16:50
analysis in economics are performed.The two lecture notes ch.The “Stats in the Chateau” summer school was held at the CRC chateau on the campus of HEC Paris, Jouy-en-Josas, France, from August 31 to September 4, 2009. This event was organized jointly by faculty members of three French academic insti作者: Nebulous 時間: 2025-3-28 21:26 作者: HEAVY 時間: 2025-3-29 02:40
Linking Sensitive Data Backgrounds chapter. We then introduce the topic of privacy-preserving record linkage (PPRL), and provide a formal definition. We also contrast the general record linkage process with the PPRL process and describe the additional requirements of PPRL over traditional record linkage.作者: inspiration 時間: 2025-3-29 05:24 作者: Dawdle 時間: 2025-3-29 10:30 作者: 接觸 時間: 2025-3-29 14:42
Building Blocks for Linking Sensitive Databe methods for phonetic encoding, statistical linkage keys, and measures that can be used to calculate similarities between two values. We conclude the chapter with a discussion about the applicability of such building blocks when they are used in the context of linking sensitive databases.作者: Counteract 時間: 2025-3-29 19:20 作者: 打算 時間: 2025-3-29 23:08
Attacking and Hardening Bloom Filter EncodingBloom filters. In this chapter we discuss the principal ideas of these attacks and describe in more detail several successful attack methods. We then describe a series of hardening techniques that aim to make Bloom filter encoding less vulnerable to such attacks.作者: 高度 時間: 2025-3-30 01:20
Computational Efficiency We also discuss scalability aspects when multiple (more than two) databases are to be linked, and the challenges involved when many, possibly hundreds or even thousands, of databases need to be linked.作者: 羅盤 時間: 2025-3-30 04:19
Empirical Evaluationbases can be linked using privacy-preserving linkage techniques, and how such a linkage exercise can be evaluated. We further describe how to use the software employed for this evaluation in Appendix B.作者: 樹上結(jié)蜜糖 時間: 2025-3-30 09:25
Private Information Sharing Protocolss, such as the honest-but-curious and malicious models. Finally, we cover additional aspects that need to be considered when private information sharing protocols are employed in practice, such as frameworks for key exchange as well as access control.作者: obscurity 時間: 2025-3-30 12:41
Future Research Challenges and Directions, how to best deal with missing values, and novel adversary models. We also discuss how the linking of sensitive databases is challenged in the era of Big data, and the challenges and opportunities that novel types of data, such as biometric and genetic data, can provide.作者: exigent 時間: 2025-3-30 18:18
modern regulatory frameworks, concepts and algorithms for pr.This book provides modern technical answers to the legal requirements of pseudonymisation as recommended by privacy legislation. It covers topics such as modern regulatory frameworks for sharing and linking sensitive information, concepts
