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A Differentially Private Data Analytics API at Scale

A Differentially Private Data Analytics API at Scale

USENIX via YouTube Direct link

Existing infrastructure

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Existing infrastructure

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A Differentially Private Data Analytics API at Scale

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  1. 1 Intro
  2. 2 Our Mission
  3. 3 Differential Privacy
  4. 4 Differentially Private
  5. 5 Models of Differential Privacy
  6. 6 Audience Engagement API
  7. 7 What is a differencing attack
  8. 8 Existing infrastructure
  9. 9 Privacy system
  10. 10 Sensitivity
  11. 11 Summary
  12. 12 Known vs Unknown Domain
  13. 13 Algorithms
  14. 14 Overall Privacy

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