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Linking Sensitive Data Methods and Techniques for Practical Privacy-Preserving Information Sharing

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 and algorithms for privacy-preserving record linkage and thei...

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Bibliographic Details
Main Authors: Christen, Peter, Ranbaduge, Thilina (Author), Schnell, Rainer (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2020, 2020
Edition:1st ed. 2020
Subjects:
Computer Security
Principles And Models Of Security
Knowledge Based Systems
Information Storage And Retrieval
Privacy
Knowledge Representation (information Theory) 
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Part I: Introduction
  • 1. Introduction
  • 2. Regulatory Frameworks
  • 3. Linking Sensitive Data Background
  • Part II: Methods and Techniques
  • 4. Private Information Sharing Protocols
  • 5. Assessing Privacy and Risks
  • 6. Building Blocks for Linking Sensitive Data
  • 7 Encoding and Comparing Sensitive Values
  • 8. Bloom Filter based Encoding Methods
  • 9. Attacking and Hardening Bloom Filter Encoding
  • 10. Computational Efficiency
  • Part III: Practical Aspects, Evaluation, and Applications
  • 11. Practical Considerations
  • 12. Empirical Evaluation
  • 13. Real-world Applications
  • Part IV: Outlook
  • 14. Future Research Challenges and Directions

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