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Cookie paywalls allow visitors to access the content of a website only after making a choice between paying a fee (paying option) or accepting tracking (cookie option). The practice has been studied in previous research in regard to its…

Computers and Society · Computer Science 2025-02-12 Andreas Stenwreth , Simon Täng , Victor Morel

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

Most websites offer their content for free, though this gratuity often comes with a counterpart: personal data is collected to finance these websites by resorting, mostly, to tracking and thus targeted advertising. Cookie walls and…

Computers and Society · Computer Science 2022-09-27 Victor Morel , Cristiana Santos , Yvonne Lintao , Soheil Human

Prestigious news publishers, and more recently, Meta, have begun to request that users pay for privacy. Specifically, users receive a notification banner, referred to as a pay-or-tracking wall, that requires them to (i) pay money to avoid…

General Economics · Economics 2024-03-07 Timo Mueller-Tribbensee , Klaus M. Miller , Bernd Skiera

Cookie paywalls allow visitors of a website to access its content only after they make a choice between paying a fee or accept tracking. European Data Protection Authorities (DPAs) recently issued guidelines and decisions on paywalls…

Computers and Society · Computer Science 2023-10-16 Victor Morel , Cristiana Santos , Viktor Fredholm , Adam Thunberg

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

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

Dark patterns are (evil) design nudges that steer people's behaviour through persuasive interface design. Increasingly found in cookie consent requests, they possibly undermine principles of EU privacy law. In two preregistered online…

Computers and Society · Computer Science 2025-09-24 Paul Graßl , Hanna Schraffenberger , Frederik Zuiderveen Borgesius , Moniek Buijzen

We examine machine learning models in a setup where individuals have the choice to share optional personal information with a decision-making system, as seen in modern insurance pricing models. Some users consent to their data being used…

Machine Learning · Computer Science 2024-02-05 Tobias Leemann , Martin Pawelczyk , Christian Thomas Eberle , Gjergji Kasneci

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 California Consumer Privacy Act (CCPA) secures the right to Opt-Out for consumers in California. However, websites may implement complex consent mechanisms that potentially do not capture the user's true choices. We investigated the…

Cryptography and Security · Computer Science 2023-09-06 Torsha Mazumdar , Daniel Timko , Muhammad Lutfor Rahman

Access to smart meter data offers system-wide benefits but raises significant privacy concerns due to the personal information it contains. Privacy-preserving techniques could facilitate wider access, though they introduce privacy-utility…

Computers and Society · Computer Science 2025-09-03 Saurab Chhachhi , Fei Teng

Fairness monitoring is critical for detecting algorithmic bias, as mandated by the EU AI Act. Since such monitoring requires sensitive user data (e.g., ethnicity), the AI Act permits its processing only with strict privacy measures, such as…

Human-Computer Interaction · Computer Science 2026-02-03 Changyang He , Parnian Jahangirirad , Lin Kyi , Asia J. Biega

As technology and technology companies have grown in power, ubiquity, and societal influence, some companies -- and notably some mobile apps -- have come to be perceived as privacy threats. Prior work has considered how various factors…

Human-Computer Interaction · Computer Science 2022-11-15 Jenny Tang , Hannah Shoemaker , Leah Teffera , Eleanor Birrell , Ada Lerner

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

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

Data protection regulations, such as GDPR and CCPA, require websites and embedded third-parties, especially advertisers, to seek user consent before they can collect and process user data. Only when the users opt in, can these entities…

Cryptography and Security · Computer Science 2025-11-04 Zengrui Liu , Umar Iqbal , Nitesh Saxena

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

With the rapid increase in online interactions, concerns over data privacy and transparency of data processing practices have become more pronounced. While regulations like the GDPR have driven the widespread adoption of cookie banners in…

Human-Computer Interaction · Computer Science 2025-08-26 Sana Athar , Devashish Gosain , Anja Feldmann , Mannat Kaur , Ha Dao

With the growth of digital monetary transactions and cashless payments, encouraged by the COVID-19 pandemic, use of e-payment applications is on the rise. It is thus imperative to understand and evaluate the current posture of e-payment…

Human-Computer Interaction · Computer Science 2024-07-09 Urvashi Kishnani , Isabella Cardenas , Jailene Castillo , Rosalyn Conry , Lukas Rodwin , Rika Ruiz , Matthew Walther , Sanchari Das
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