mlsanityData to 7 Oct 2026

We Value Your Privacy ... Now Take Some Cookies: Measuring the GDPR's Impact on Web Privacy

arXiv 1808.05096 ↗First posted 15 Aug 2018cs.CYcited by 15

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Abstract (arXiv)

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 data handling processes, consent forms, and privacy policies to comply with the GDPR's transparency requirements. We monitored this rare event by analyzing the GDPR's impact on popular websites in all 28 member states of the European Union. For each country, we periodically examined its 500 most popular websites - 6,579 in total - for the presence of and updates to their privacy policy. While many websites already had privacy policies, we find that in some countries up to 15.7 % of websites added new privacy policies by May 25, 2018, resulting in 84.5 % of websites having privacy policies. 72.6 % of websites with existing privacy policies updated them close to the date. Most visibly, 62.1 % of websites in Europe now display cookie consent notices, 16 % more than in January 2018. These notices inform users about a site's cookie use and user tracking practices. We categorized all observed cookie consent notices and evaluated 16 common implementations with respect to their technical realization of cookie consent. Our analysis shows that core web security mechanisms such as the same-origin policy pose problems for the implementation of consent according to GDPR rules, and opting out of third-party cookies requires the third party to cooperate. Overall, we conclude that the GDPR is making the web more transparent, but there is still a lack of both functional and usable mechanisms for users to consent to or deny processing of their personal data on the Internet.

Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 15 Aug 2018.

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Citing papers per year: 2021: 1; 2022: 1; 2023: 3; 2024: 1; 2025: 2; 2026: 7.

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  1. 2023PolicyGPT: Automated Analysis of Privacy Policies with Large Language Modelscited by 16
  2. 2022Privacy Policies Across the Ages: Content and Readability of Privacy Policies 1996--2021cited by 2
  3. 2023Collaborative filtering to capture AI user's preferences as normscited by 2
  4. 2024Entailment-Driven Privacy Policy Classification with LLMscited by 2
  5. 2025A Longitudinal Measurement of Privacy Policy Evolution for Large Language Modelscited by 2
  6. 2026Convenience vs. Control: A Qualitative Study of Youth Privacy with Smart Voice Assistantscited by 2
  7. 2026PrivPRISM: Automatically Detecting Discrepancies Between Google Play Data Safety Declarations and Developer Privacy Policiescited by 1
  8. 2021Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learningcited by 0
  9. 2023Mapping the Empirical Evidence of the GDPR (In-)Effectiveness: A Systematic Reviewcited by 0
  10. 2025Using Salient Object Detection to Identify Manipulative Cookie Banners that Circumvent GDPRcited by 0
  11. 2026From Fragmentation to Integration: Exploring the Design Space of AI Agents for Human-as-the-Unit Privacy Managementcited by 0
  12. 2026"Are You Sure?": An Empirical Study of Human Perception Vulnerability in LLM-Driven Agentic Systemscited by 0
3 more
  1. 2026Privacy and Safety Experiences and Concerns of U.S. Women Using Generative AI for Seeking Sexual and Reproductive Health Informationcited by 0
  2. 2026PrivSTRUCT: Untangling Data Purpose Compliance of Privacy Policies in Google Play Storecited by 0
  3. 2026A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMscited by 0