Simson Garfinkel joins us to discuss using differential privacy at the US Census Bureau. Some of the discussion resolves around the topics in the paper
Simson Garfinkel, Senior Computer Scientist for Confidentiality and Data Access at the US Census Bureau, discusses his work modernizing the Census Bureau disclosure avoidance system from private to public disclosure avoidance techniques using differential privacy. Some of the discussion revolves around the topics in the paper Randomness Concerns When Deploying Differential Privacy.
Calibrating Noise to Sensitivity in Private Data Analysis by Cynthia Dwork, Frank McSherry, Kobbi Nissim, Adam Smith.
Issues Encountered Deploying Differential Privacy by Simson L Garfinkel, John M Abowd, and Sarah Powazek.
Randomness Concerns When Deploying Differential Privacy by Simson L. Garfinkel and Philip Leclerc.