Understanding Privacy-Related Questions on Stack Overflow
Authors
We analyse Stack Overflow (SO) to understand challenges and confusions developers face while dealing with privacy-related topics. We apply topic modelling techniques to 1,733 privacy-related questions to identify topics and then qualitatively analyse a random sample of 315 privacy-related questions. Identified topics include privacy policies, privacy concerns, access control, and version changes. Results show that developers do ask SO for support on privacy-related issues. We also find that platforms such as Apple and Google are defining privacy requirements for developers by specifying what "sensitive" information is and what types of information developers need to communicate to users (e.g. privacy policies). We also examine the accepted answers in our sample and find that 28% of them link to official documentation and more than half are answered by SO users without references to any external resources.
Research Questions / Practical Problems
Question signals indexed for this paper.
- 80%
On the Usability of HTTPS Deployment
CHI '19· Privacy by Design & User Control +1
- 80%
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CHI '25· Privacy by Design & User Control +1
- 71%
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CHI '26· Privacy by Design & User Control +2
- 71%
“Technically speaking I’m at the top of the hierarchy”: How System Administrators Think About Power
CHI '26· Explainable AI (XAI) +3
- 67%
'Think secure from the beginning': A Survey with Software Developers
CHI '19· Privacy by Design & User Control +2
Based on Jaccard similarity of research subtopics & professions (≥60%)