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A Short Tutorial on Differential Privacy

A Short Tutorial on Differential Privacy

Alan Turing Institute via YouTube Direct link

The exponential mechanism

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The exponential mechanism

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A Short Tutorial on Differential Privacy

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  1. 1 Introduction
  2. 2 Do we need math to study privacy
  3. 3 Dimensionality and resolution
  4. 4 Expectations
  5. 5 Promises
  6. 6 Definition
  7. 7 Randomize response
  8. 8 Proof
  9. 9 Approximate
  10. 10 Output perturbation mechanisms
  11. 11 Combining mechanisms
  12. 12 The exponential mechanism
  13. 13 Minami Row

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