Why the Census Bureau Chose Differential Privacy

The challenge for the Census Bureau is balancing the need to collect and report these data with the statutory obligation to protect respondent confidentiality.

The Census Bureau’s work toward that balance is guided by a set of privacy principles that include necessity, openness, respectful treatment of respondents, and confidentiality.