Protecting Privacy with MATH

Skip Navigation

Protecting Privacy with MATH

September 12, 2019

This video was made in collaboration with the US Census Bureau and fact-checked by Census Bureau scientists. Any opinions and errors are my own. For more information, visit www.census.gov/about/policies/privacy/statistical_safeguards.html or search "differential privacy" at census.gov.

References

Differential Privacy in the Wild: A tutorial on current practices & open challenges [<1.0 MB]

Ashwin Machanavajjhala, Xi He and Michael Hay
Harvard University Privacy Tools Project
Simons Institute Workshop Video Recordings and Articles Archive
The Definition of Differential Privacy

Cynthia Dwork (key inventor of Differential Privacy)
A Note on Differential Privacy: Defining Resistance to Arbitrary Side Information [<1.0 MB]

Shiva Prasad Kasiviswanathan and Adam Smith
On the `Semantics' of Differential Privacy: A Bayesian Formulation [<1.0 MB]

Shiva Prasad Kasiviswanathan and Adam Smith
A Rigorous and Customizable Framework for Privacy [<1.0 MB]

Daniel Kifer and Ashwin Machanavajjhala
Pufferfish: A Framework for Mathematical Privacy Definitions [1.0 MB]

Daniel Kifer and Ashwin Machanavajjhala

Minute Physics provides an energetic and entertaining view of old and new problems in physics -- all in a minute!

Created by Henry Reich

Related Information

Data Protection and Privacy Policy

Statistical Safeguards

Disclosure Avoidance and the 2020 Census

You May Be Interested In

Page Last Revised - December 16, 2021

✕

Is this page helpful?
Thumbs Up Image

Yes

No

✕

NO THANKS

255 characters maximum

255 characters maximum reached

✕

Thank you for your feedback.
Comments or suggestions?

Top