Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
A New Modified MD5-224 Bits Hash Function and an Efficient Message Authentication Code Based on Quasigroups Read chapter Read first chapter

2022 | OriginalPaper | Chapter

Privacy-Preserving Record Linkage with Block-Chains

Authors : Apoorva Jain, Nisheeth Srivastava

Published in: Cyber Security, Privacy and Networking

Publisher: Springer Nature Singapore

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

We present a method for privacy-preserving record linkage of partially de-identified data. The key novelty of our proposed method is the use of a block-chain to store user information, preventing privacy leaks even if all system databases and cryptographic protocols have been compromised by an adversary, including databases containing identifying information. While satisfying this stringent privacy constraint, the system remains able to deterministically link and retrieve de-identified records to unique identities. With logarithmic time complexity to perform linkage and retrieval operations, our method is highly scalable for large-scale use cases. Designed to be HIPAA (Health Insurance Portability and Accountability Act) compliant by default, such systems are easily adaptable to large real-world healthcare systems.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Robotic Assistant for Medicine and Food Delivery in Healthcare
next chapter Performance Analysis of Rectangular QAM Schemes Over Various Fading Channels
Literature
1.
Agrawal R, Srikant R (2000) Privacy-preserving data mining. In: Proceedings of the 2000 ACM SIGMOD international conference on management of data, pp 439–450
2.
Langarizadeh M, Orooji A, Sheikhtaheri A, Hayn D (2018) Effectiveness of anonymization methods in preserving patients’ privacy: a systematic literature review. eHealth 80–87
3.
Pfleeger CP (2008) Reflections on the insider threat. In: Insider attack and cyber security. Springer, Boston, pp 5–16
4.
Ness RB, Committee Joint Policy (2007) Influence of the HIPAA privacy rule on health research. Jama 298(18):2164–2170
5.
6.
7.
Randall SM, Ferrante AM, Boyd JH, Bauer JK, Semmens JB (2014) Privacy-preserving record linkage on large real world datasets. J Biomed Inf 50:205–212. ISSN 1532-0464
8.
9.
10.
11.
Narayanan A, Bonneau J, Felten E, Miller A, Goldfeder S (2016) Bitcoin and cryptocurrency technologies: a comprehensive introduction. Princeton University Press, USA. ISBN 0691171696
12.
Greitzer FL, Moore AP, Cappelli DM, Andrews DH, Carroll LA, Hull TD (2008) Combating the insider cyber threat. IEEE Secur Privacy 6(1):61–64CrossRef
13.
Wei K, Li J, Ding M, Ma C, Yang HH, Farokhi F, Poor HV (2020) Federated learning with differential privacy: algorithms and performance analysis. IEEE Trans Inf Forensics Secur 15:3454–3469
14.
Miyachi K, Mackey TK (2021) hOCBS: a privacy-preserving blockchain framework for healthcare data leveraging an on-chain and off-chain system design. Inf Process Manag 58(3):102535
15.
Daghmehchi Firoozjaei M, Ghorbani A, Kim H, Song J (2020) Hy-Bbdge: a hybrid blockchain for privacy-preserving and trustful energy transactions in Internet-of-Things platforms. Sensors 20(3):928CrossRef
16.
Xu H, Zhang L, Onireti O, Fang Y, Buchanan WJ, Imran MA (2020) BeepTrace: blockchain-enabled privacy-preserving contact tracing for COVID-19 pandemic and beyond. IEEE Internet Things J
17.
Mills S (2019) Who owns the future? Data trusts, data commons, and the future of data ownership. In: Data trusts, data commons, and the future of data ownership, 4 Sept 2019
Metadata
Title
Privacy-Preserving Record Linkage with Block-Chains
Authors
Apoorva Jain
Nisheeth Srivastava
Copyright Year
2022
Publisher
Springer Nature Singapore
Book
Cyber Security, Privacy and Networking

Print ISBN: 978-981-16-8663-4

Electronic ISBN: 978-981-16-8664-1

Copyright Year: 2022

DOI
https://doi.org/10.1007/978-981-16-8664-1_6