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Arxiv

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Image Credit: Arxiv

How to Securely Shuffle? A survey about Secure Shufflers for privacy-preserving computations

  • Secure shuffling is a crucial component for private data aggregation and has gained renewed interest in the field of differential privacy.
  • A survey has identified, categorized, and compared 26 secure protocols that enable the necessary shuffling functionality.
  • Existing works often overlook practical vulnerabilities and performance trade-offs of secure shufflers, leaving a key question on what constitutes a good secure shuffler.
  • The survey aims to provide practical guidelines for selecting appropriate protocols and outlines future directions for research in privacy-preserving technologies relying on secure shufflers.

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