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OpenDP Cookbook 0.15.1 documentation - Home OpenDP Cookbook 0.15.1 documentation - Home
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  • 🥗 Starters
  • 🍝 Main courses
  • 🍰 Desserts
  • GitHub

Section Navigation

  • Accuracy: Pitfalls and Edge Cases
  • Privacy attacks: Motivation for DP
    • Differencing Attack
    • Membership Attack
    • Reconstruction Attack
  • DP Mechanisms
    • Quantiles with the Exponential Mechanism
  • 🍰 Desserts
  • DP Mechanisms

DP Mechanisms#

The OpenDP library already provides a range of mechanisms, but you can also build your own mechanisms from OpenDP primitives.

  • Quantiles with the Exponential Mechanism

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Reconstruction Attack

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Quantiles with the Exponential Mechanism
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