SoK: A Framework and Guide for Human-Centered Threat Modeling in Security and Privacy Research
Warda Usman, Daniel Zappala
Abstract
Human-centered threat modeling is a practice that researchers use to identify security and privacy threats to people, as well as ways to mitigate those threats. Often this may be the first step toward understanding the security and privacy needs, perspectives, experiences, and practices of a group or community, so that researchers can learn how to better improve their overall safety. However, research in this area is relatively ad hoc as compared to the more well-developed field of threat modeling for systems, leading to a fragmented and incomplete understanding of how researchers should engage in this endeavor. The goal of this work is to systematize the practice of human-centered threat modeling, identifying the core components of a human-centered threat modeling exercise by studying the practices of researchers in the area. We gathered a corpus of 78 papers in this area, using qualitative analysis to understand the practices used by researchers to elicit a threat model. Our results include a framework for human-centered threat modeling, a guide for using the framework that is grounded in best practices, and a description of how human-centered threat modeling differs from systems threat modeling. Our work can be used to guide new and experienced researchers in the field as they work to center human safety in their practices.
Ask about this paper
Ask your agent about it.
Lune has read the top-tier papers around this one, so every answer names the papers it rests on.
Your agent calls
Lunesearch_papers
Free to start. No credit card required.
Terminal
Install the CLIlune papers get ea361b9e-177e-400f-84c1-0a3ad4260b36Cited by top-tier papers3
- "Create an environment that protects women, rather than selling anxiety!": Participatory Threat Modelling with Chinese Young Women Living AloneShijing He, Chenkai Ma, Chi Zhang, Adam D. G. Jenkins et al.CHI 2026 · 1 citation
- Human-Centered Threat Modeling in Practice: Lessons, Challenges, and Paths ForwardWarda Usman, Yixin Zou, Daniel ZappalaS&P 2026
- Abusability of Automation Apps in Intimate Partner ViolenceShirley Zhang, Paul Chung, Jacob Vervelde, Nishant Korapati et al.USENIX Security 2025
Related papers
- SoK: Safer Digital-Safety Research Involving At-Risk UsersRosanna Bellini, Emily Tseng, Noel Warford, Alaa Daffalla et al.S&P 2024 · 48 citations
- "Threat modeling is very formal, it's very technical, and also very hard to do correctly": Investigating Threat Modeling Practices in Open-Source Software ProjectsHarjot Kaur, Carson Powers, Ronald E. Thompson III, Sascha Fahl et al.USENIX Security 2025
- "They Look at Vulnerability and Use That to Abuse You": Participatory Threat Modelling with Migrant Domestic WorkersJulia Slupska, Selina Y. Cho, Marissa Begonia, Ruba Abu-Salma et al.USENIX Security 2022
- An Interview Study on Third-Party Cyber Threat Hunting Processes in the U.S. Department of Homeland SecurityWilliam P. Maxam III, James C. DavisUSENIX Security 2024 · 14 citations
- SoK: A Framework for Unifying At-Risk User ResearchNoel Warford, Tara Matthews, Kaitlyn Yang, Omer Akgul et al.S&P 2022 · 101 citations
