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Is privacy privacy?

Kobbi Nissim1, Alexandra Wood2

  • 1Department of Computer Science, Georgetown University, Washington, DC, USA kobbi.nissim@georgetown.edu.

Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences
|August 8, 2018
PubMed
Summary

Technical and normative privacy concepts have diverged, creating challenges for privacy protection. Bridging these gaps is crucial for developing robust privacy technologies aligned with societal expectations.

Keywords:
differential privacyformal privacy modelsinformational privacyprivacy law

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Area of Science:

  • Computer Science
  • Sociology
  • Information Science

Background:

  • Past privacy technologies relied on intuitive understandings insufficient for modern expectations.
  • Ubiquitous computation necessitates privacy protection aligned with social norms and normative expectations.
  • The scientific study of privacy must also examine evolving social norms.

Purpose of the Study:

  • To analyze the parallel evolution of technical and normative privacy concepts.
  • To identify practical challenges arising from divergent privacy approaches.
  • To propose methods for aligning technical and normative privacy standards.

Main Methods:

  • Reviewing normative and technical definitions of privacy.
  • Analyzing specific examples of definition gaps in statistical computation privacy.
  • Identifying opportunities for integrating technical and normative standards in new privacy designs.

Main Results:

  • Divergent technical and normative privacy conceptions pose practical challenges.
  • Existing privacy technologies may not meet current societal expectations.
  • Gaps exist between technical and normative privacy definitions, particularly in statistical computation.

Conclusions:

  • A rigorous analysis mapping normative to technical privacy concepts is needed.
  • New privacy approaches must reconcile technical capabilities with normative expectations.
  • Aligning privacy technologies with both technical and social standards is essential for future protection.