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cs.CY2023
Evaluating Bias and Noise Induced by the U.S. Census Bureau's Privacy Protection Methods
Christopher T. Kenny, Cory McCartan, Shiro Kuriwaki +2
The United States Census Bureau faces a difficult trade-off between the accuracy of Census statistics and the protection of individual information. We conduct the first independent…
cs.CY2023
Making Differential Privacy Work for Census Data Users
Cory McCartan, Tyler Simko, Kosuke Imai
The U.S. Census Bureau collects and publishes detailed demographic data about Americans which are heavily used by researchers and policymakers. The Bureau has recently adopted the…