Work

Database reconstruction does compromise confidentiality

Year: 2023

Type: article

Abstract: For decades, national statistics offices have struggled to answer a seemingly simple question, one for which Dick et al.(1) provide a compelling answer and "sober warnings:" What is the disclosure risk associated with publishing large numbers of aggregate statistics derived from a common source?Recent technological advances have brought this question into sharper focus with profound consequences for how statistical organizations approach the process of mitigating disclosure risk in their official releases.

Source: Proceedings of the National Academy of Sciences

DOI: 10.1073/pnas.2300976120

Authors: Sallie Ann Keller, John M. Abowd

Institutions: United States Census Bureau, University of Virginia

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4324311459

FWCI: 0.701

Cites: 6

Cited by: 10

Related to: 10