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Related papers: Global Web, Local Privacy? An International Review…

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The web is global, but privacy laws differ by country. Which set of privacy rules do websites follow? We empirically study this question by detecting and analyzing cookie notices in an automated way. We crawl 1,500 European, American, and…

Computers and Society · Computer Science 2021-10-20 Rob van Eijk , Hadi Asghari , Philipp Winter , Arvind Narayanan

Different countries have different privacy regulatory models. These models impact the perspectives and laws surrounding internet privacy. However, little is known about how effective the regulatory models are when it comes to limiting…

Cryptography and Security · Computer Science 2015-06-15 Nathaniel Fruchter , Hsin Miao , Scott Stevenson , Rebecca Balebako

We perform a large-scale analysis of third-party trackers on the World Wide Web from more than 3.5 billion web pages of the CommonCrawl 2012 corpus. We extract a dataset containing more than 140 million third-party embeddings in over 41…

Social and Information Networks · Computer Science 2016-08-01 Sebastian Schelter , Jérôme Kunegis

Third party advertising and tracking (A&T) are pervasive across the web, yet user exposure varies significantly with browser choice, browsing location, and hosting jurisdiction. We systematically study how these three factors shape tracking…

Networking and Internet Architecture · Computer Science 2026-03-04 Tanya Prasad , Rut Vora , Soo Yee Lim , Nguyen Phong Hoang , Thomas Pasquier

The recently introduced General Data Protection Regulation (GDPR) requires that when obtaining information online that could be used to identify individuals, their consents must be obtained. Among other things, this affects many common…

Cryptography and Security · Computer Science 2019-05-06 Xuehui Hu , Nishanth Sastry

To protect users' privacy, legislators have regulated the usage of tracking technologies, mandating the acquisition of users' consent before collecting data. Consequently, websites started showing more and more consent management modules --…

Cryptography and Security · Computer Science 2022-09-14 Nikhil Jha , Martino Trevisan , Luca Vassio , Marco Mellia

The European Union's General Data Protection Regulation (GDPR) went into effect on May 25, 2018. Its privacy regulations apply to any service and company collecting or processing personal data in Europe. Many companies had to adjust their…

Computers and Society · Computer Science 2019-06-26 Martin Degeling , Christine Utz , Christopher Lentzsch , Henry Hosseini , Florian Schaub , Thorsten Holz

People are becoming increasingly concerned with their online privacy, especially with how advertising companies track them across websites (a practice called cross-site tracking), as reconstructing a user's browser history can reveal…

Cryptography and Security · Computer Science 2023-11-22 Alisha Ukani

On the internet, we encounter take-it-or-leave-it choices regarding our privacy on a daily basis. In Europe, online tracking for targeted advertising generally requires the internet users' consent to be lawful. Some websites use a tracking…

Computers and Society · Computer Science 2025-10-30 Frederik J. Zuiderveen Borgesius , Sanne Kruikemeier , Sophie C. Boerman , Natali Helberger

In 2002, the European Union (EU) introduced the ePrivacy Directive to regulate the usage of online tracking technologies. Its aim is to make tracking mechanisms explicit while increasing privacy awareness in users. It mandates websites to…

Computers and Society · Computer Science 2019-05-03 Martino Trevisan , Stefano Traverso , Hassan Metwalley , Marco Mellia

Growth in technology has resulted in the large-scale collection and processing of Personally Identifiable Information by organizations that run digital services such as websites, which led to the emergence of new legislation to regulate PII…

Cryptography and Security · Computer Science 2021-10-14 Abdirahman Mohamed , Christopher Dare , Ayobami Esther Olanrewaju , Mercyleen Tanui , Fonyuy Boris Lami

Cookie banners are devices implemented by websites to allow users to manage their privacy settings with respect to the use of cookies. They are part of a user's daily web browsing experience since legislation in Europe requires websites to…

Cryptography and Security · Computer Science 2021-04-14 Georgios Kampanos , Siamak F. Shahandashti

The presence of third-party tracking on websites has become customary. However, our understanding of the third-party ecosystem is still very rudimentary. We examine third-party trackers from a geographical perspective, observing the…

Social and Information Networks · Computer Science 2014-09-04 Marjan Falahrastegar , Hamed Haddadi , Steve Uhlig , Richard Mortier

To what extent are users surveilled on the web, by what technologies, and by whom? We answer these questions by combining passively observed, anonymized browsing data of a large, representative sample of Americans with domain-level data on…

Applications · Statistics 2026-01-01 Lucas Shen , Gaurav Sood

The privacy implications of third-party tracking is a well-studied problem. Recent research has shown that besides data aggregators and behavioral advertisers, online social networks also act as trackers via social widgets. Existing cookie…

Cryptography and Security · Computer Science 2015-06-15 Istemi Ekin Akkus , Nicholas Weaver

Third-party web tracking is a common, and broadly used technique on the Web. Almost every step of users' is tracked, analyzed, and later used in different use cases (e.g., online advertisement). Different defense mechanisms have emerged to…

Cryptography and Security · Computer Science 2022-02-11 Nurullah Demir , Daniel Theis , Tobias Urban , Norbert Pohlmann

Online tracking remains problematic, with compliance and ethical issues persisting despite regulatory efforts. Consent interfaces, the visible manifestation of this industry, have seen significant attention over the years. We present robust…

Computers and Society · Computer Science 2025-03-26 Midas Nouwens , Janus Bager Kristensen , Kristjan Maalt , Rolf Bagge

Privacy has deteriorated in the world wide web ever since the 1990s. The tracking of browsing habits by different third-parties has been at the center of this deterioration. Web cookies and so-called web beacons have been the classical ways…

Computers and Society · Computer Science 2018-11-01 Jukka Ruohonen , Ville Leppänen

During the past few years, mostly as a result of the GDPR and the CCPA, websites have started to present users with cookie consent banners. These banners are web forms where the users can state their preference and declare which cookies…

Computers and Society · Computer Science 2022-02-11 Emmanouil Papadogiannakis , Panagiotis Papadopoulos , Nicolas Kourtellis , Evangelos P. Markatos

Browser fingerprinting is a relatively new method of uniquely identifying browsers that can be used to track web users. In some ways it is more privacy-threatening than tracking via cookies, as users have no direct control over it. A number…

Cryptography and Security · Computer Science 2019-05-24 Nasser Mohammed Al-Fannah , Wanpeng Li , Chris J Mitchell
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