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Towards Querying In Decentralized Environments With Privacy-Preserving Aggregation.pdf

QUWEDA 2020 Towards Querying in Decentralized Environments with Privacy-Preserving Aggregation.pdf
Preview of Towards Querying in Decentralized Environments with Privacy-Preserving Aggregation
🔗 Source: penni.wu.ac.at
📊 Size: 618 KB
📄 Pages: 14 pages
⬇️ Downloads: 123

Summary

The Web is a space where personal information harvesting occurs, and decentralized Web-based ecosystems like Solid aim to combat this by enabling individuals to manage their data. However, querying personal data stores in these ecosystems requires efficient privacy-preserving techniques. This position paper proposes a framework for privacy-preserving federated querying and highlights open research challenges and opportunities. The framework aims to optimize querying through privacy-preserving aggregation and enable federated querying with access control. It discusses background and related work on Solid, federated query processing, approximate membership functions, and access control, and presents a motivating use case scenario. The paper also introduces a framework for efficient privacy-preserving federated query execution and discusses possible instantiations and challenges.

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Description

The Web is a space where personal information harvesting occurs, and decentralized Web-based ecosystems like Solid aim to combat this by enabling individuals...

Technical Information

  • File Format: PDF
  • File Size: 618 KB
  • Pages: 14
  • Language: EN
  • Total Downloads: 123
  • Last Updated: 1 month ago

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