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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

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

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

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

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

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

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

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

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 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

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

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

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

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

To comply with data protection regulations such as the EU General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), websites widely deploy cookie consent banners to collect users' privacy preferences. In…

Cryptography and Security · Computer Science 2026-03-24 Nivedita Singh , Seyoung Jin , Hyoungshick Kim

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

To ensure that users of online services understand what data are collected and how they are used in algorithmic decision-making, the European Union's General Data Protection Regulation (GDPR) specifies informed consent as a minimal…

Human-Computer Interaction · Computer Science 2020-06-26 Than Htut Soe , Oda Elise Nordberg , Frode Guribye , Marija Slavkovik

Web tracking by ad networks, social networks, and other third parties is privacy-invasive. To protect users' privacy an increasing number of countries are adopting new privacy laws. However, a major reason why their application on the web…

Cryptography and Security · Computer Science 2026-04-22 Harry Yu , Patton Yin , Sebastian Zimmeck

Cookie banners, the pop ups that appear to collect your consent for data collection, are a tempting ground for dark patterns. Dark patterns are design elements that are used to influence the user's choice towards an option that is not in…

Machine Learning · Computer Science 2022-04-27 Than Htut Soe , Cristiana Teixeira Santos , Marija Slavkovik

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
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