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Electronic Edition @ Cidrdb.org (open Access).pdf

CIDR11_Paper9.pdf
Preview of electronic edition @ cidrdb.org (open access)
🔗 Source: cidrdb.org
📊 Size: 139 KB
📄 Pages: 6 pages
⬇️ Downloads: 34

Summary

Researchers Steven Euijong Whang and Hector Garcia-Molina explore the connection between entity resolution (ER) and data privacy (DP), arguing that ER and DP are opposites, as better ER leads to more information about real-world entities, including sensitive information, while achieving DP requires preventing the combination of published information about an entity through ER. They propose a framework for measuring information leakage, which can range from 0 (no information known) to 1 (all correct information known), and suggest using disinformation as a tool to contain information leakage. The framework can help answer questions about the impact of information release, the best ER algorithms to increase information leakage, and the use of disinformation to reduce the impact of previously leaked information.

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Description

Researchers Steven Euijong Whang and Hector Garcia-Molina explore the connection between entity resolution (ER) and data privacy (DP), arguing that ER and DP...

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  • File Format: PDF
  • File Size: 139 KB
  • Pages: 6
  • Language: EN
  • Total Downloads: 34
  • Last Updated: 3 months ago

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