From Zero to Cybersecurity Analyst

Advanced Probabilistic Couplings for Differential Privacy

Advanced Probabilistic Couplings for Differential Privacy

ACM CCS via YouTube Direct link

Program Logic

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Program Logic

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Classroom Contents

Advanced Probabilistic Couplings for Differential Privacy

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  1. 1 Intro
  2. 2 Composition Theorem
  3. 3 Recent Progress
  4. 4 Program Logic
  5. 5 Approximate Couplings
  6. 6 Interpretation
  7. 7 Proof Rules
  8. 8 Accuracy Dependent Privacy
  9. 9 Advanced Composition Theorem
  10. 10 Standard vs Advanced Composition
  11. 11 Advanced Composition
  12. 12 Example

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