Uncovering Relationships Between Android Developers, User Privacy, and Developer Willingness to Reduce Fingerprinting Risks
Alex Berke, Güliz Seray Tuncay, Michael A. Specter, Mihai Christodorescu
Abstract
The major mobile platforms, Android and iOS, have introduced changes that restrict user tracking to improve user privacy, yet apps continue to covertly track users via device fingerprinting. We study the opportunity to improve this dynamic with a case study on mobile fingerprinting that evaluates developers' perceptions of how well platforms protect user privacy and how developers perceive platform privacy interventions. Specifically, we study developers' willingness to make changes to protect users from fingerprinting and how developers consider trade-offs between user privacy and developer effort. We do this via a survey of 246 Android developers, presented with a hypothetical Android change that protects users from fingerprinting at the cost of additional developer effort.
We find developers overwhelmingly (89%) support this change, even when they anticipate significant effort, yet prefer the change be optional versus required. Surprisingly, developers who use fingerprinting are six times more likely to support the change, despite being most impacted by it. We also find developers are most concerned about compliance and enforcement. In addition, our results show that while most rank iOS above Android for protecting user privacy, this distinction significantly reduces among developers very familiar with fingerprinting. Thus there is an important opportunity for platforms and developers to collaboratively build privacy protections, and we present actionable ways platforms can facilitate this.
• Security and privacy → Privacy protections; Usability in security and privacy; Social aspects of security and privacy; • Software and its engineering → Software design tradeoffs.
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 efd1deca-2090-46f8-9178-29d6045dd0fdBuilds on10
- Fingerprinting the Fingerprinters: Learning to Detect Browser Fingerprinting BehaviorsUmar Iqbal, Steven Englehardt, Zubair ShafiqS&P 2021 · 143 citations
- User Tracking in the Post-cookie Era: How Websites Bypass GDPR Consent to Track UsersEmmanouil Papadogiannakis, Panagiotis Papadopoulos, Nicolas Kourtellis, Evangelos P. MarkatosWWW 2021 · 99 citations
- Understanding Privacy-Related Questions on Stack OverflowMohammad Tahaei, Kami Vaniea, Naomi SaphraCHI 2020 · 93 citations
- Privacy Champions in Software Teams: Understanding Their Motivations, Strategies, and ChallengesMohammad Tahaei, Alisa Frik, Kami VanieaCHI 2021 · 75 citations
- How Developers Talk About Personal Data and What It Means for User Privacy: A Case Study of a Developer Forum on RedditTianshi Li, Elizabeth Louie, Laura Dabbish, Jason I. HongCSCW 2020 · 64 citations
Related papers
- Fingerprinting SDKs for Mobile Apps and Where to Find Them: Understanding the Market for Device FingerprintingMichael A. Specter, Mihai Christodorescu, Abbie Farr, Bo Ma et al.CCS 2025
- Broken Fingers: On the Usage of the Fingerprint API in AndroidAntonio Bianchi, Yanick Fratantonio, Aravind Machiry, Christopher Kruegel et al.NDSS 2018 · 33 citations
- Stuck in the Permissions With You: Developer & End-User Perspectives on App Permissions & Their Privacy RamificationsMohammad Tahaei, Ruba Abu-Salma, Awais RashidCHI 2023 · 36 citations
- Exploring Covert Third-party Identifiers through External Storage in the Android New EraZikan Dong, Tianming Liu, Jiapeng Deng, Haoyu Wang et al.USENIX Security 2024 · 11 citations
- The First Early Evidence of the Use of Browser Fingerprinting for Online TrackingZengrui Liu, Jimmy Dani, Yinzhi Cao, Shujiang Wu et al.WWW 2025 · 7 citations
