Theory Seminar - Differential Privacy in Theory and Practice, Abie Flaxman

Theory Seminar - Differential Privacy in Theory and Practice, Abie Flaxman

Paul G. Allen School via YouTube Direct link

For first time this decade, a dip in King County's white population, census data shows

11 of 12

11 of 12

For first time this decade, a dip in King County's white population, census data shows

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Theory Seminar - Differential Privacy in Theory and Practice, Abie Flaxman

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  1. 1 Intro
  2. 2 Acknowledgement and Disclosures
  3. 3 Outline
  4. 4 2010 Census: High-level Database Schema
  5. 5 Unique feature of this data 1: Participation is mandatory
  6. 6 Unique feature of this data 2: Title 13.9.2 of US Code requires confidentiality
  7. 7 What is Differential Privacy? (continued)
  8. 8 What is a database?
  9. 9 Concrete example: population counts by county
  10. 10 Convex Optimization to Make Noise Plausible
  11. 11 For first time this decade, a dip in King County's white population, census data shows
  12. 12 Why might e-DP in 2020 Census be a good thing? There is an opportunity to democratize tradeoff decision between privacy and accuracy

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