Vulnerability Discovery for All: Experiences of Marginalization in Vulnerability Discovery
Kelsey R. Fulton, Samantha Katcher, Kevin Song, Marshini Chetty, Michelle L. Mazurek, Chloé Messdaghi, Daniel Votipka
Abstract
Vulnerability discovery is an essential aspect of software security. Currently, the demand for security experts significantly exceeds the available vulnerability discovery workforce. Further, the existing vulnerability discovery workforce is highly homogeneous, dominated by white and Asian men. As such, one promising avenue for increasing the capacity of the vulnerability discovery community is through recruitment and retention from a broader population. Although significant prior research has explored the challenges of equity and inclusion in computing broadly, the competitive and frequently self-taught nature of vulnerability discovery work may create new variations on these challenges. This paper reports on a semi-structured interview study (N = 16) investigating how people from marginalized populations come to participate in vulnerability discovery, whether they feel welcomed by the vulnerability discovery community, and what challenges they face when joining the vulnerability discovery community. We find that members of marginalized populations face some unique challenges, while other challenges common in vulnerability discovery are exacerbated by marginalization.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 4f6924dd-0826-406f-9f33-9cee0265b594Cited by top-tier papers10
- SoK: Safer Digital-Safety Research Involving At-Risk UsersRosanna Bellini, Emily Tseng, Noel Warford, Alaa Daffalla et al.S&P 2024 · 48 citations
- 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
- The Benefits of Vulnerability Discovery and Bug Bounty Programs: Case Studies of Chromium and FirefoxSoodeh Atefi, Amutheezan Sivagnanam, Afiya Ayman, Jens Grossklags et al.WWW 2023 · 13 citations
- Security and Privacy Software Creators' Perspectives on Unintended ConsequencesHarshini Sri Ramulu, Helen Schmitt, Dominik Wermke, Yasemin AcarUSENIX Security 2024 · 4 citations
- "Abuse Risks are Often Inherent to Product Features": Exploring AI Vendors' Bug Bounty and Responsible Disclosure PoliciesYangheran Piao, Jingjie Li, Daniel W. WoodsUSENIX Security 2026 · 1 citation
Builds on3
- Hackers vs. Testers: A Comparison of Software Vulnerability Discovery ProcessesDaniel Votipka, Rock Stevens, Elissa M. Redmiles, Jeremy Hu et al.S&P 2018 · 151 citations
- HackEd: A Pedagogical Analysis of Online Vulnerability Discovery ExercisesDaniel Votipka, Eric Zhang, Michelle L. MazurekS&P 2021 · 22 citations
- An Observational Investigation of Reverse Engineers' ProcessesDaniel Votipka, Seth M. Rabin, Kristopher K. Micinski, Jeffrey S. Foster et al.USENIX Security 2020
Related papers
- "I'm trying to learn...and I'm shooting myself in the foot": Beginners' Struggles When Solving Binary Exploitation ExercisesJames Mattei, Christopher Pellegrini, Matthew Soto, Marina Sanusi Bohuk et al.USENIX Security 2025
- It Shouldn't Be This Difficult: Researcher Perspectives on Diversity and Inclusion in Usable Privacy and Security ResearchPriyasha Chatterjee, Smirity Kaushik, Karola Marky, Yixin ZouCHI 2026 · 1 citation
- Women Security Experts Are Not The Enemy: A Qualitative Study on Gender-Related Communication ChallengesAsli Yardim, Stefan Albert Horstmann, Raphael Serafini, Joshua Gabriel Speckels et al.CHI 2025 · 3 citations
- Investigating the Impact of Interpersonal Challenges on Feeling Welcome in OSSBianca Trinkenreich, Zixuan Feng, Rudrajit Choudhuri, Marco Aurélio Gerosa et al.ICSE 2025 · 2 citations
- A Seat at the Virtual Table: Emergent Inclusion in Remote MeetingsAmanda Lacy, Seth Polsley, Samantha Ray, Tracy HammondCSCW 2022 · 9 citations
