SoK: Safer Digital-Safety Research Involving At-Risk Users
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Abstract (arXiv)
Research involving at-risk users -- that is, users who are more likely to experience a digital attack or to be disproportionately affected when harm from such an attack occurs -- can pose significant safety challenges to both users and researchers. Nevertheless, pursuing research in computer security and privacy is crucial to understanding how to meet the digital-safety needs of at-risk users and to design safer technology for all. To standardize and bolster safer research involving such users, we offer an analysis of 196 academic works to elicit 14 research risks and 36 safety practices used by a growing community of researchers. We pair this inconsistent set of reported safety practices with oral histories from 12 domain experts to contribute scaffolded and consolidated pragmatic guidance that researchers can use to plan, execute, and share safer digital-safety research involving at-risk users. We conclude by suggesting areas for future research regarding the reporting, study, and funding of at-risk user research
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 1 Sep 2023.
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Citing papers per year: 2024: 1; 2025: 1; 2026: 1.
3 papers.
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- 2026Resume-ing Control: (Mis)Perceptions of Agency Around GenAI Use in Recruiting Workflows29 Apr 2026
- 2025How Generative AI Empowers Attackers and Defenders Across the Trust & Safety Landscape10 Nov 2025
- 2024"Cold, Calculated, and Condescending": How AI Identifies and Explains Ableism Compared to Disabled People4 Oct 2024