International World Wide Web Conference (WWW)
International World Wide Web Conference (WWW) Year 2022 Peer-reviewed
Web Security · Privacy

Measuring the Privacy vs. Compatibility Trade-off in Preventing Third-Party Stateful Tracking

Jordan Jueckstock Peter Snyder Shaown Sarker Alexandros Kapravelos Benjamin Livshits
WWW
Venue
Peer-reviewed
Type
2022
Publication year

Problem

Despite much web privacy research on sophisticated tracking techniques (e.g., fingerprinting, cache collusion, bounce tracking), most tracking on the web is still done by transmitting stored identifiers across site boundaries. “Stateful” tracking is not a bug but a misfeature of classical browser storage policies: per-site storage is shared across all visits, from both first- and third-party (i.e., embedded in other sites) context, enabling the most pervasive forms of online tracking. In response, some browser vendors have implemented alternate, privacy-preserving storage policies, especially for third-party site context.

Approach

However, such changes risk breaking websites that presume the traditional model of non-partitioned third-party storage. Such breakage can itself harm web privacy: browsers that frustrate user expectations will be abandoned for more permissive, privacy-harming browsers, cementing rather than disrupting the status quo. Privacy vs.

Results

compatibility trade-offs of representative third-party storage policies, with the end-goal of enabling design of browsers that are both compatible and privacy respecting. Our contributions include web-scale measurements of page behaviors under multiple third-party storage policies representative of those deployed in several production browsers. We define metrics for measuring aggregate effects on web privacy and compatibility, including a novel system for programmatically estimating aggregate website breakage under different policies. We find that making third-party storage partitioned by first-party, and lifetimes by site-session achieves the best privacy and compatibility trade-off. We provide complete datasets and implementations for our measurements and tools

Cite this paper — BibTeX
@inproceedings{measuring-www22,
  title = {Measuring the Privacy vs. Compatibility Trade-off in Preventing Third-Party Stateful Tracking},
  author = {Jordan Jueckstock and Peter Snyder and Shaown Sarker and Alexandros Kapravelos and Benjamin Livshits},
  year = 2022,
  month = may,
  booktitle = {International World Wide Web Conference (WWW)},
}
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