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Deceptive patterns (DPs) are user interface designs deliberately crafted to manipulate users into unintended decisions, often by exploiting cognitive biases for the benefit of companies or services. While numerous studies have explored ways…

Cryptography and Security · Computer Science 2025-02-05 Zewei Shi , Ruoxi Sun , Jieshan Chen , Jiamou Sun , Minhui Xue , Yansong Gao , Feng Liu , Xingliang Yuan

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

The study of UX dark patterns, i.e., UI designs that seek to manipulate user behaviors, often for the benefit of online services, has drawn significant attention in the CHI and CSCW communities in recent years. To complement previous…

Human-Computer Interaction · Computer Science 2024-02-06 Yuwen Lu , Chao Zhang , Yuewen Yang , Yaxing Yao , Toby Jia-Jun Li

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

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

Dark patterns, which are user interface designs in online services, induce users to take unintended actions. Recently, dark patterns have been raised as an issue of privacy and fairness. Thus, a wide range of research on detecting dark…

Machine Learning · Computer Science 2025-04-01 Yuki Yada , Jiaying Feng , Tsuneo Matsumoto , Nao Fukushima , Fuyuko Kido , Hayato Yamana

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

The California Consumer Privacy Act (CCPA) -- which began enforcement on July 1, 2020 -- grants California users the affirmative right to opt-out of the sale of their personal information. In this work, we perform a series of observational…

Cryptography and Security · Computer Science 2021-07-15 Sean O'Connor , Ryan Nurwono , Aden Siebel , Eleanor Birrell

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…

As LLM-based computer-use agents (CUAs) begin to autonomously interact with real-world interfaces, understanding their vulnerability to manipulative interface designs becomes increasingly critical. We introduce SusBench, an online benchmark…

Human-Computer Interaction · Computer Science 2026-02-24 Longjie Guo , Chenjie Yuan , Mingyuan Zhong , Robert Wolfe , Ruican Zhong , Yue Xu , Bingbing Wen , Hua Shen , Lucy Lu Wang , Alexis Hiniker

Dark patterns are deceptive user interface designs for online services that make users behave in unintended ways. Dark patterns, such as privacy invasion, financial loss, and emotional distress, can harm users. These issues have been the…

Human-Computer Interaction · Computer Science 2024-01-10 Yuki Yada , Tsuneo Matsumoto , Fuyuko Kido , Hayato Yamana

Consent dialogues are a source of annoyance, malicious intent, dark patterns, illegal practices and a plethora of other issues. This work presents known problems based on GDPR requirements grouped into two categories: (i) UI/UX for…

Computers and Society · Computer Science 2022-08-12 Harshvardhan J. Pandit

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

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

The advancement of artificial intelligence has transformed user interface design by enabling adaptive and personalized systems. Alongside these benefits, AI driven interfaces have also enabled the emergence of dark patterns, which are…

Human-Computer Interaction · Computer Science 2026-02-24 Daksh Pandey

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

Privacy policies define the terms under which personal data may be collected and processed by data controllers. The General Data Protection Regulation (GDPR) imposes requirements on these policies that are often difficult to implement.…

Cryptography and Security · Computer Science 2024-09-19 Raúl Pardo , Daniel Le Métayer

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

Privacy preference signals are digital representations of how users want their personal data to be processed. Such signals must be adopted by both the sender (users) and intended recipients (data processors). Adoption represents a…

Human-Computer Interaction · Computer Science 2021-07-15 Maximilian Hils , Daniel W. Woods , Rainer Böhme

Privacy policies are often complex. An exception is the two-page standardized notice that U.S. financial institutions must provide under the Gramm-Leach-Bliley Act (GLBA). However, banks now operate websites, mobile apps, and other services…

Cryptography and Security · Computer Science 2025-10-08 Lu Xian , Van Tran , Lauren Lee , Meera Kumar , Yichen Zhang , Florian Schaub