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A Risk Assessment Framework for Digital Identification Systems

Published: July 19, 2025 | arXiv ID: 2507.14755v1

By: Allison Woodruff , Dirk Balfanz , Will Drewry and more

BigTech Affiliations: Google

Potential Business Impact:

Makes online IDs safer and more private.

We introduce a risk assessment framework for digital identification systems, as well as recommended best practices to enhance privacy, security, and other desirable properties in these systems. To generate these resources, we created a casebook of a wide range of digital identification systems, and we then applied expert analysis and critique to identify patterns. We piloted the framework on several reviews within our organization over a period of approximately one year, and found it to be robust and helpful for those reviews. This work is intended to inform product review and development, product policy, and standards efforts, and to help guide a consistent responsible approach to digital identification across the broader digital identification ecosystem.

Country of Origin
🇺🇸 United States

Page Count
12 pages

Category
Computer Science:
Computers and Society