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Dark patterns are interface designs that nudge users towards behavior that is against their best interests. Since humans are often not even aware that they are influenced by these malicious patterns, research has to identify ways to protect…

Human-Computer Interaction · Computer Science 2021-03-30 Philip Hausner , Michael Gertz

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

Online services pervasively employ manipulative designs (i.e., dark patterns) to influence users to purchase goods and subscriptions, spend more time on-site, or mindlessly accept the harvesting of their personal data. To protect users from…

Human-Computer Interaction · Computer Science 2021-06-02 Kerstin Bongard-Blanchy , Arianna Rossi , Salvador Rivas , Sophie Doublet , Vincent Koenig , Gabriele Lenzini

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

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

New consent management platforms (CMPs) have been introduced to the web to conform with the EU's General Data Protection Regulation, particularly its requirements for consent when companies collect and process users' personal data. This…

Human-Computer Interaction · Computer Science 2020-01-09 Midas Nouwens , Ilaria Liccardi , Michael Veale , David Karger , Lalana Kagal

Dark patterns utilize interface elements to trick users into performing unwanted actions. Online shopping websites often employ these manipulative mechanisms so as to increase their potential customer base, to boost their sales, or to…

Human-Computer Interaction · Computer Science 2021-07-19 Christian Voigt , Stephan Schlögl , Aleksander Groth

User engagement with data privacy and security through consent banners has become a ubiquitous part of interacting with internet services. While previous work has addressed consent banners from either interaction design, legal, and…

Human-Computer Interaction · Computer Science 2021-02-05 Colin M. Gray , Cristiana Santos , Nataliia Bielova , Michael Toth , Damian Clifford

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

Considering that prior research has found older users undergo a different privacy decision-making process compared to younger adults, more research is needed to inform the behavioral privacy disclosure effects of these strategies for…

Dark patterns have become increasingly pervasive in online choice architectures, encompassing practices like subscription traps, hiding information about fees, pre-selecting options by default, nagging, and drip pricing. Regulators around…

Human-Computer Interaction · Computer Science 2024-04-03 Martin Brenncke

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

Dark patterns are user interface design choices that benefit an online service by coercing, steering, or deceiving users into making unintended and potentially harmful decisions. We present automated techniques that enable experts to…

Human-Computer Interaction · Computer Science 2019-09-23 Arunesh Mathur , Gunes Acar , Michael J. Friedman , Elena Lucherini , Jonathan Mayer , Marshini Chetty , Arvind Narayanan

User experience designers are facing increasing scrutiny and criticism for creating harmful technologies, leading to a pushback against unethical design practices. While clear-cut harmful practices such as dark patterns have received…

Human-Computer Interaction · Computer Science 2023-04-04 Hauke Sandhaus

Dark patterns in online commerce, especially deceptive user interface designs for apps and websites, undermine consumer autonomy and distort online markets. Although sometimes deception is intentional, the complex app development process…

Computers and Society · Computer Science 2026-03-12 Gregory M. Dickinson

Mobile user interfaces abundantly feature so-called 'dark patterns'. These deceptive design practices manipulate users' decision making to profit online service providers. While past research on dark patterns mainly focus on visual design,…

Human-Computer Interaction · Computer Science 2025-04-14 Chenge Tang , Karthikeya Puttur Venkatraj , Hongbo Liu , Christina Schneegass , Gijs Huisman , Abdallah El Ali

Lawmakers around the country are crafting new laws to target "dark patterns" -- user interface designs that trick or coerce users into enabling cell phone location tracking, sharing browsing data, initiating automatic billing, or making…

Computers and Society · Computer Science 2023-07-18 Gregory M. Dickinson

Deceptive patterns, dark patterns, and manipulative user interfaces (UI) are a widely used design strategy that manipulates users to act against their own interests in pursuit of shareholder aims. These patterns may particularly affect…

Human-Computer Interaction · Computer Science 2026-04-20 Tobias Pellkvist , Katie Seaborn , Miu Kojima

There is a rapidly growing literature on dark patterns, user interface designs -- typically related to shopping or privacy -- that researchers deem problematic. Recent work has been predominantly descriptive, documenting and categorizing…

Human-Computer Interaction · Computer Science 2021-01-14 Arunesh Mathur , Jonathan Mayer , Mihir Kshirsagar

Privacy preference signals allow users to express preferences over how their personal data is processed. These signals become important in determining privacy outcomes when they reference an enforceable legal basis, as is the case with…

Human-Computer Interaction · Computer Science 2021-09-30 Maximilian Hils , Daniel W. Woods , Rainer Böhme
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