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Related papers: Dark Patterns in the Opt-Out Process and Complianc…

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The widespread sharing of consumers personal information with third parties raises significant privacy concerns. The California Consumer Privacy Act (CCPA) mandates that online businesses offer consumers the option to opt out of the sale…

Human-Computer Interaction · Computer Science 2024-03-28 Van Tran , Aarushi Mehrotra , Marshini Chetty , Nick Feamster , Jens Frankenreiter , Lior Strahilevitz

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

The California Consumer Protection Act (CCPA) gives users the right to opt-out of sale of their personal information, but prior work has found that opt-out mechanisms provided under this law result in very low opt-out rates. Privacy signals…

Computers and Society · Computer Science 2022-09-29 Aden Siebel , Eleanor Birrell

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

Vagueness and ambiguity in privacy policies threaten the ability of consumers to make informed choices about how businesses collect, use, and share their personal information. The California Consumer Privacy Act (CCPA) of 2018 was intended…

Computers and Society · Computer Science 2022-07-26 Rex Chen , Fei Fang , Thomas Norton , Aleecia M. McDonald , Norman Sadeh

The California Privacy Rights Act (CPRA) was a ballot initiative that revised the California Consumer Privacy Act (CCPA). Although often framed as expanding and enhancing privacy rights, a close analysis of textual revisions -- both changes…

Computers and Society · Computer Science 2023-12-27 Jan Charatan , Eleanor Birrell

On January 1, 2020, California passed the California Consumer Privacy Act (CCPA) by more than 56% of voters intended to enhance privacy rights and consumer protection for residents of California, United States. Since then, more conditions…

Computers and Society · Computer Science 2022-09-13 Trong Nguyen

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

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

Many mobile apps' business model is based on sharing user data with ad networks to deliver personalized ads. The California Consumer Privacy Act (CCPA) gives California residents a right to opt out. In two experiments we evaluate to which…

Cryptography and Security · Computer Science 2025-12-18 Sebastian Zimmeck , Nishant Aggarwal , Zachary Liu , Sage Altman , Konrad Kollnig

Data brokers collect and sell the personal information of millions of individuals, often without their knowledge or consent. The California Consumer Privacy Act (CCPA) grants consumers the legal right to request access to, or deletion of,…

Cryptography and Security · Computer Science 2025-11-17 Elina van Kempen , Isita Bagayatkar , Pavel Frolikov , Chloe Georgiou , Gene Tsudik

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

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

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

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

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

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

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

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

Over the past few years an increasing number of states in the US have adopted new privacy laws. The majority of these laws require compliance with universal opt-out mechanisms (UOOMs), which allow consumers to send legally binding opt-out…

Cryptography and Security · Computer Science 2026-03-18 Sebastian Zimmeck
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