Circumvention by design -- dark patterns in cookie consents for online news outlets
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Abstract (arXiv)
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 requirement. For online news outlets consent is commonly elicited through interface design elements in the form of a pop-up. We have manually analyzed 300 data collection consent notices from news outlets that are built to ensure compliance with GDPR. The analysis uncovered a variety of strategies or dark patterns that circumvent the intent of GDPR by design. We further study the presence and variety of these dark patterns in these "cookie consents" and use our observations to specify the concept of dark pattern in the context of consent elicitation.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Jun 2020.
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Citing papers per year: 2022: 2; 2023: 2; 2024: 2; 2025: 1.
7 papers.
- 2025Investigating the Impact of Dark Patterns on LLM-Based Web Agentscited by 13
- 2024Characterizing and modeling harms from interactions with design patterns in AI interfacescited by 11
- 2022Automated detection of dark patterns in cookie banners: how to do it poorly and why it is hard to do it any other waycited by 3
- 2022Dark patterns in e-commerce: a dataset and its baseline evaluationscited by 3
- 2024Automatically Detecting Online Deceptive Patternscited by 1
- 2023Mapping the Empirical Evidence of the GDPR (In-)Effectiveness: A Systematic Reviewcited by 0
- 2023Why is the User Interface a Dark Pattern? : Explainable Auto-Detection and its Analysiscited by 0
- 2025Investigating the Impact of Dark Patterns on LLM-Based Web Agents20 Oct 2025
- 2024Automatically Detecting Online Deceptive Patterns11 Nov 2024
- 2024Characterizing and modeling harms from interactions with design patterns in AI interfaces17 Apr 2024
- 2023Why is the User Interface a Dark Pattern? : Explainable Auto-Detection and its Analysis30 Dec 2023
- 2023Mapping the Empirical Evidence of the GDPR (In-)Effectiveness: A Systematic Review25 Oct 2023
- 2022Dark patterns in e-commerce: a dataset and its baseline evaluations12 Nov 2022
- 2022Automated detection of dark patterns in cookie banners: how to do it poorly and why it is hard to do it any other way21 Apr 2022