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Publications (2)

2025Preprint

SoK: Advances and Open Problems in Web Tracking

arXiv Preprint(arXiv)

Yash Vekaria, Yohan Beugin, Shaoor Munir, Gunes Acar, Nataliia Bielova, Steven Englehardt, Umar Iqbal, Alexandros Kapravelos, Pierre Laperdrix, Nick Nikiforakis, Jason Polakis, Franziska Roesner, Zubair Shafiq, Sebastian Zimmeck

TL;DR:Comprehensive systematization of web tracking research: techniques, defenses, and regulations shaping the evolving privacy landscape.

This paper consolidates research on web tracking by examining technical mechanisms, countermeasures, and regulations that shape the modern and rapidly evolving web tracking landscape. We synthesize fragmented literature across tracking techniques, defenses against tracking, and regulatory compliance. The field is experiencing transformative change due to industry shifts in advertising, browser adoption of anti-tracking features, and increased privacy regulation enforcement. We identify open research challenges and propose future directions for researchers, practitioners, and policymakers studying web tracking practices.

2024Report

Web Almanac 2024: Privacy Chapter

HTTP Archive Web Almanac(Web Almanac)

Yash Vekaria, Benjamin Standaert, Max Ostapenko, Abdul Haddi Amjad, Yana Dimova, Shaoor Munir, Chris Böttger, Umar Iqbal

TL;DR:Annual comprehensive analysis of privacy on the web: tracking prevalence, evasion techniques, browser policies, and regulatory compliance.

The Privacy chapter of the 2024 Web Almanac examines online tracking prevalence, privacy protection mechanisms, evasion techniques used by trackers, browser privacy policies, Privacy Sandbox proposals, and regulatory compliance across the web. This annual report provides data-driven insights into how privacy practices are evolving across the internet, analyzing millions of websites to understand the current state of web privacy.

Academic Service (1)

WWW2026

The Web Conference

Track: Security and Privacy

Web security Research & Content | Shaoor Munir