Explaining Differential Privacy in 3 Levels of Difficulty | Nicolas Sartor | aircloak | All |
The Census Citizenship Question was Bad. This is Worse | Ali Rockett | The Richmond Times | Beginner |
Understanding Differential Privacy | An Nguyen | Medium | Beginner |
Will the Census’s Data Privacy Efforts Erase Rural America? | Claire Bowen | Urban Institute | Beginner |
Why differential privacy is awesome | Damien Desfontaines | | Beginner |
A list of real-world uses of differential privacy | Damien Desfontaines | | Beginner |
Demystifying the US Census Bureau’s reconstruction attack | Damien Desfontaines | | Beginner |
2020 Census Data Products: A Workshop | Daniel L. Cork, Constance F. Citro, and Nancy J. Kirkendall | The National Academies of Science, Engineering, Medicine | Beginner |
What is Differential Privacy? How will it affect our work? | Diana Lavery | Esri | Beginner |
Changes to the Census could make Small Towns Disappear | Gus Wezerek and David Van Riper | New York Times | Beginner |
How to Protect Privacy When Aggregating Location Data to Fight COVID-19 | Jacob Hoffman-Andrews and Andrew Crocker | Electronic Frontier Foundation | Beginner |
US Census Bureau embraces differential privacy (Abowd’s presentation) | John D. Cook | John D. Consulting | Beginner |
Differential Privacy: What Is It? | Joshua Snoke and Claire McKay Bowen | AMSTAT | Beginner |
How Statisticians Should Grapple with Privacy in a Changing Data Landscape | Joshua Snoke and Claire McKay Bowen | AMSTAT | Beginner |
The COVIDSafe app was just one contact tracing option. These alternatives guarantee more privacy | Kelsie Nabben and Chris Berg | The Conversation | Beginner |
Differential Privacy:A Primer for a Non-technical Audience | Kobbi Nissim et. al | | Beginner |
Data Scientists Square Off Over Trust and Privacy in 2020 Census | Kriston Capps | CityLab | Beginner |
Census 2020 Differential Privacy | Kyle R. Cassal | Esri | Beginner |
How Will Differential Privacy Impact 2020 Census Data Quality? | Lauren Payne-Riley | PolicyMap | Beginner |
To Reduce Privacy Risks, the Census Plans to Report Less Accurate Data | Mark Hansen | New York Times | Beginner |
Implementing Differential Privacy: Seven Lessons From the 2020 United States Census | Michael B. Hawes | Harvard Data Science Initiative | Beginner |
Is noisy data good now? Differential PRivacy proponents think so | Stephen Gossett | Built in | Beginner |
A webcomic explainer on how the census deals with digital privacy | Thom Dunn | Boing Boing | Beginner |
Explainer: what is differential privacy and how can it protect your data? | Tianqing Zhu | The Conversation | Beginner |
Differential Privacy – Simply Explained | | Simply Explained (Youtube channel) | Beginner |
Protecting Privacy with MATH (Collab with the Census) | | Minute Physics (Youtube channel) | Beginner |
Differential Privacy for Everyone (PDF Download) | | Microsoft | Beginner |
Differential Privacy for Census Data Explained | | National Conference of State Legislatures | Beginner |
Openmined’s Efforts For The Coronavirus Pandemic: Covid Alert App, Private Set Intersection, A Differential Privacy Wrapper And Private Identity | | OpenMined | Beginner |
Differential Privacy (Disclosure Avoidance) and the Census 2020 Data Products | | Colorado Department of Local Affairs | Beginner |
PPMF Feedback – State of Washington | | Office of Financial Management | Beginner |
Differential Privacy fro Census Data Explained | | National Conference of State Legislatures | Beginner |
Differential Privacy in the Real World: Practical Applications, Evaluations, and Relaxations | Claire McKay Bowen | Urban Institute | Intermediate |
Almost differential privacy | Damien Desfontaines | | Intermediate |
Differential Privacy and the decennial census | David Van Riper | IMPUS | Intermediate |
Differential Privacy for Privacy-Preserving Data Analysis: An Introduction to our Blog Series | Joseph Near, David Darais and Kaitlin Boeckl | National Institute of Standards and Technology | Intermediate |
Idea of differential privacy and why is it important ? | Sourav Kumar | Medium | Intermediate |
Implications of Differential Privacy for Census Bureau Data and Scientific Research | Steven Ruggles et. al | University of Minnesota | Intermediate |
Census Differential Privacy Exploration | | Caliper | Intermediate |
A Brief Introduction to Differential Privacy | Aaruran Elamurugaiyan | Medium | Advanced |
Robust De-Anonymization of Large Sparse Datasets | Arvind Narayanan and Vitaly Shmatikov | The University of Texas at Austin | Advanced |
A Practical Beginners’ Guide to Differential Privacy (Video) | Christine Task | Purdue – CERIAS | Advanced |
Differential Privacy: An Economic Method for Choosing Epsilon | Justin Hsu et. al | | Advanced |
Differential Privacy Tutorial | Salil Vadhan | Harvard CRCS | Advanced |
Differential Privacy for Growing Databases | | Microsoft Research | Advanced |
What is δ, and what δifference does it make? | | Differentialprivacy.org | Advanced |