Fighting Malicious Designs: Towards Visual Countermeasures Against Dark Patterns
René Schäfer, Paul Miles Preuschoff, René Röpke, Sarah Sahabi, Jan O. Borchers
2024Year
18Citations
2Top-tier citations
Abstract
Dark patterns are malicious UI design strategies that nudge users towards decisions going against their best interests. To create technical countermeasures against them, dark patterns must be automatically detectable. While researchers have devised algorithms to detect some patterns automatically, there has only been little work to use obtained results to technically counter the effects of dark patterns when users face them on their devices.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers2
- Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human OversightJingyu Tang, Chaoran Chen, Jiawen Li, Zhiping Zhang et al.CHI 2026 · 4 citations
- "What I'm interested in is something that violates the law": Regulatory practitioner views on automated detection of deceptive design patternsArianna Rossi, Simon ParkinCHI 2026 · 1 citation
Builds on4
- What Makes a Dark Pattern... Dark?: Design Attributes, Normative Considerations, and Measurement MethodsArunesh Mathur, Mihir Kshirsagar, Jonathan R. MayerCHI 2021 · 327 citations
- UI Dark Patterns and Where to Find Them: A Study on Mobile Applications and User PerceptionLinda Di Geronimo, Larissa Braz, Enrico Fregnan, Fabio Palomba et al.CHI 2020 · 262 citations
- About Engaging and Governing Strategies: A Thematic Analysis of Dark Patterns in Social Networking ServicesThomas Mildner, Gian-Luca Savino, Philip R. Doyle, Benjamin R. Cowan et al.CHI 2023 · 82 citations
- Defining and Identifying Attention Capture Deceptive Designs in Digital InterfacesAlberto Monge Roffarello, Kai Lukoff, Luigi De RussisCHI 2023 · 81 citations
Related papers
- AidUI: Toward Automated Recognition of Dark Patterns in User InterfacesS. M. Hasan Mansur, Sabiha Salma, Damilola Awofisayo, Kevin MoranICSE 2023 · 27 citations
- Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile ApplicationsJieshan Chen, Jiamou Sun, Sidong Feng, Zhenchang Xing et al.UIST 2023 · 42 citations
- Linguistic Dead-Ends and Alphabet Soup: Finding Dark Patterns in Japanese AppsShun Hidaka, Sota Kobuki, Mizuki Watanabe, Katie SeabornCHI 2023 · 34 citations
- A Comparative Study of Dark Patterns Across Web and Mobile ModalitiesJohanna Gunawan, Amogh Pradeep, David R. Choffnes, Woodrow Hartzog et al.CSCW 2021 · 128 citations
- When Designers Meet GenAI: Understanding the Role of Prompt-to-Design Generators in Privacy Dark PatternsJingzhou Ye, Zhaojie Hu, Yao Li, Xueqiang WangS&P 2026
