13 Disseminating and protecting data

STATUS: Under construction.

• Hawes, M. B. (2020). Implementing Differential Privacy: Seven Lessons From the 2020 United States Census. Harvard Data Science Review. https://doi.org/10.1162/99608f92.353c6f99

• https://hdsr.mitpress.mit.edu/pub/g9o4z8au/release/2

• https://www.census.gov/newsroom/blogs/research-matters/2020/02/census_bureau_works.html

Required reading

Recommended reading

Key concepts/skills/etc

Key libraries

Key functions/etc

13.1 Introduction

13.2 What is personally identifying information

Zook et al. (2017)

13.3 Hashing and salting

13.4 GDPR and HIPAA

13.5 Making fake data to distribute when you can’t share the real stuff

13.6 Differential privacy

Kenny et al. (2021)

Ruggles et al. (2019)

Suriyakumar et al. (2020)

13.7 Exercises and tutorial

13.7.1 Exercises

13.7.2 Tutorial