The Rise and Fall of Google's Privacy Sandbox
Rachid Youssef Grib, Alberto Verna, Nikhil Jha, Martino Trevisan, Marco Mellia
摘要
On October 17 th , 2025, Google announced the retirement of most Privacy Sandbox APIs, concluding nearly five years of experimentation with its alternative to privacy-invasive data collection on the Web. Designed to balance privacy with advertising functionality and cross-site tracking, the initiative faced repeated redesigns and limited ecosystem support. In this work, we present the first longitudinal, consent-aware measurement of the Privacy Sandbox's deployment across the Web. Using a custom call listener and weekly crawls of the top-10,000 websites, we monitor the usage of all major APIs in the months preceding their retirement. Adoption had already stagnated well before Google's announcement: most APIs were used by only a handful of actors, whose activity declined steadily throughout our study. Even the APIs that Google plans to maintain show no sign of growth. The sole exception is Cookies Having Independent Partitioned State (CHIPS). Overall, the demise of the Privacy Sandbox leaves unresolved the challenge of enabling privacy-preserving interest-based advertising.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
它引用的顶会 Paper7
- Tranco: A Research-Oriented Top Sites Ranking Hardened Against ManipulationVictor Le Pochat, Tom van Goethem, Samaneh Tajalizadehkhoob, Maciej Korczynski 等NDSS 2019 · 被引用 826 次
- Online Tracking: A 1-million-site Measurement and AnalysisSteven Englehardt, Arvind NarayananCCS 2016 · 被引用 798 次
- Fledging Will Continue Until Privacy Improves: Empirical Analysis of Google's Privacy-Preserving Targeted AdvertisingGiuseppe Calderonio, Mir Masood Ali, Jason PolakisUSENIX Security 2024 · 被引用 8 次
- Privacy Limitations of Interest-based Advertising on The Web: A Post-mortem Empirical Analysis of Google's FLoCAlex Berke, Dan CalacciCCS 2022 · 被引用 8 次
- The Privacy-Utility Trade-off in the Topics APIMário S. Alvim, Natasha Fernandes, Annabelle McIver, Gabriel H. NunesCCS 2024 · 被引用 3 次
相关 Paper
- Privacy Settings and Ad Perception: The Shift from Third-Party Cookies to the Privacy SandboxAbir Benzaamia, Oana GogaCHI 2026 · 被引用 1 次
- Exploiting the Shared Storage APIAlexandra Nisenoff, Deian Stefan, Nicolas ChristinCCS 2025
- Cookie Monster: Efficient On-Device Budgeting for Differentially-Private Ad-Measurement SystemsPierre Tholoniat, Kelly Kostopoulou, Peter McNeely, Prabhpreet Singh Sodhi 等SOSP 2024
- We Value Your Privacy ... Now Take Some Cookies: Measuring the GDPR's Impact on Web PrivacyMartin Degeling, Christine Utz, Christopher Lentzsch, Henry Hosseini 等NDSS 2019
- Fingerprinting the Fingerprinters: Learning to Detect Browser Fingerprinting BehaviorsUmar Iqbal, Steven Englehardt, Zubair ShafiqS&P 2021 · 被引用 143 次
