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The enforcement of the GDPR led to the widespread adoption of consent notices, colloquially known as cookie banners. Studies have shown that many website operators do not comply with the law and track users prior to any interaction with the…

Computers and Society · Computer Science 2023-09-13 Ralf Gundelach , Dominik Herrmann

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

Online services provide users with cookie banners to accept/reject the cookies placed on their web browsers. Despite the increased adoption of cookie banners, little has been done to ensure that cookie consent is compliant with privacy laws…

Cryptography and Security · Computer Science 2025-08-08 Brian Tang , Duc Bui , Kang G. Shin

Privacy regulations have led to many websites showing cookie banners to their users. Usually, cookie banners present the user with the option to "accept" or "reject" cookies. Recently, a new form of paywall-like cookie banner has taken hold…

Networking and Internet Architecture · Computer Science 2023-10-03 Ali Rasaii , Devashish Gosain , Oliver Gasser

Third-party web cookies are often used for privacy-invasive behavior tracking. Partly due to privacy concerns, browser vendors have started to block all third-party cookies in recent years. To understand the effects of such third-party…

Cryptography and Security · Computer Science 2024-11-06 Maxwell Lin , Shihan Lin , Helen Wu , Karen Wang , Xiaowei Yang

In this work, we analyze the legal requirements on how cookie banners are supposed to be implemented to be fully compliant with the e-Privacy Directive and the General Data Protection Regulation. Our contribution resides in the definition…

Cryptography and Security · Computer Science 2020-09-25 Cristiana Santos , Nataliia Bielova , Célestin Matte

Web cookies have been the subject of many research studies over the last few years. However, most existing research does not consider multiple crucial perspectives that can influence the cookie landscape, such as the client's location, the…

Networking and Internet Architecture · Computer Science 2023-02-13 Ali Rasaii , Shivani Singh , Devashish Gosain , Oliver Gasser

As a result of the GDPR and the ePrivacy Directive, European users encounter cookie banners on almost every website. Many of such banners are implemented by Consent Management Providers (CMPs), who respect the IAB Europe's Transparency and…

Cryptography and Security · Computer Science 2020-02-24 Célestin Matte , Nataliia Bielova , Cristiana Santos

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

Stateful and stateless web tracking gathered much attention in the last decade, however they were always measured separately. To the best of our knowledge, our study is the first to detect and measure cookie respawning with browser and…

Cryptography and Security · Computer Science 2021-05-11 Imane Fouad , Cristiana Santos , Arnaud Legout , Nataliia Bielova

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

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

As third-party cookie blocking is becoming the norm in browsers, advertisers and trackers have started to use first-party cookies for tracking. We conduct a differential measurement study on 10K websites with third-party cookies allowed and…

Cryptography and Security · Computer Science 2023-11-28 Shaoor Munir , Sandra Siby , Umar Iqbal , Steven Englehardt , Zubair Shafiq , Carmela Troncoso

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

In response to the ePrivacy Directive and the consent requirements introduced by the GDPR, websites began deploying consent banners to obtain user permission for data collection and processing. However, due to shared third-party services…

Networking and Internet Architecture · Computer Science 2025-07-21 Ali Rasaii , Ha Dao , Anja Feldmann , Mohammadmahdi Javid , Oliver Gasser , Devashish Gosain

Since the adoption of the General Data Protection Regulation (GDPR) in May 2018 more than 60 % of popular websites in Europe display cookie consent notices to their visitors. This has quickly led to users becoming fatigued with privacy…

Human-Computer Interaction · Computer Science 2019-10-23 Christine Utz , Martin Degeling , Sascha Fahl , Florian Schaub , Thorsten Holz

This paper investigates the accessibility of cookie notices on websites for users with visual impairments (VI) via a set of system studies on top UK websites (n=46) and a user study (n=100). We use a set of methods and tools--including…

Human-Computer Interaction · Computer Science 2024-01-18 James M. Clarke , Maryam Mehrnezhad , Ehsan Toreini

A cookie banner pops up when a user visits a website for the first time, requesting consent to the use of cookies and other trackers for a variety of purposes. Unlike prior work that has focused on evaluating the user interface (UI) design…

Human-Computer Interaction · Computer Science 2021-10-08 Cristiana Santos , Arianna Rossi , Lorena Sánchez Chamorro , Kerstin Bongard-Blanchy , Ruba Abu-Salma

A website browser cookie is a small file created by a web server upon visitation, which is placed in the user's browser directory to enhance the user's experience. However, first and third-party cookies have become a significant threat to…

Computers and Society · Computer Science 2022-11-15 Matthew Wheeler , Suleiman Saka , Sanchari Das

While companies increasingly rely on data, especially when it comes to targeted advertising, adapting content to users, selling data and training machine learning models, the collection of data raises privacy concerns. One way of collecting…

Human-Computer Interaction · Computer Science 2026-05-15 Liv Hilde Sjøflot , Tobias A. Opsahl
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