A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census · HackerPapers discussions

A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census — mentioned by flowercalled

Fri, 03 Jul 2026 05:53:37 GMT

(1) "A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census" https://arxiv.org/pdf/2312.11283 (2) By adding carefully tuned Gaussian noise. In the last 6 years we have also figured out how to add much less Gaussian noise: "The 2020 Census Disclosure Avoidance System TopDown Algorithm" https://arxiv.org/abs/2204.08986 (3) This one is harder to answer, since the Census Bureau aimed to release the same style of statistics as in previous decades. So the goal of 2020 was to release the same statistics with the same error bounds. Evidence suggests they succeeded in doing…

Paper and discussion history. A mention is not an endorsement.

A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census — HN submission

Wed, 20 Dec 2023 00:32:04 GMT

The 2010 Census Confidentiality Protections Failed, Here's How and Why

1 point; 1 discussion reply on HN. Paper and source history. A submission is not an endorsement.

A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census — HN submission

Tue, 19 Dec 2023 05:59:34 GMT

Census Confidentiality Protections Failed

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.