The Privacy Policy Landscape After the GDPR
Not on the map. Why?
Abstract (arXiv)
The EU General Data Protection Regulation (GDPR) is one of the most demanding and comprehensive privacy regulations of all time. A year after it went into effect, we study its impact on the landscape of privacy policies online. We conduct the first longitudinal, in-depth, and at-scale assessment of privacy policies before and after the GDPR. We gauge the complete consumption cycle of these policies, from the first user impressions until the compliance assessment. We create a diverse corpus of two sets of 6,278 unique English-language privacy policies from inside and outside the EU, covering their pre-GDPR and the post-GDPR versions. The results of our tests and analyses suggest that the GDPR has been a catalyst for a major overhaul of the privacy policies inside and outside the EU. This overhaul of the policies, manifesting in extensive textual changes, especially for the EU-based websites, comes at mixed benefits to the users. While the privacy policies have become considerably longer, our user study with 470 participants on Amazon MTurk indicates a significant improvement in the visual representation of privacy policies from the users' perspective for the EU websites. We further develop a new workflow for the automated assessment of requirements in privacy policies. Using this workflow, we show that privacy policies cover more data practices and are more consistent with seven compliance requirements post the GDPR. We also assess how transparent the organizations are with their privacy practices by performing specificity analysis. In this analysis, we find evidence for positive changes triggered by the GDPR, with the specificity level improving on average. Still, we find the landscape of privacy policies to be in a transitional phase; many policies still do not meet several key GDPR requirements or their improved coverage comes with reduced specificity.
Key facts. Cited by 18 papers in the map (data through 7 Oct 2026). First posted on arXiv 22 Sep 2018.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2021: 2; 2022: 2; 2023: 2; 2024: 4; 2025: 3; 2026: 5.
18 papers.
Sort:
By area:
- 2023PolicyGPT: Automated Analysis of Privacy Policies with Large Language Modelscited by 16
- 2024PolicyLR: A Logic Representation For Privacy Policiescited by 3
- 2022Privacy Policies Across the Ages: Content and Readability of Privacy Policies 1996--2021cited by 2
- 2024PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verificationcited by 2
- 2024Entailment-Driven Privacy Policy Classification with LLMscited by 2
- 2025A Longitudinal Measurement of Privacy Policy Evolution for Large Language Modelscited by 2
- 2023More Data Types More Problems: A Temporal Analysis of Complexity, Stability, and Sensitivity in Privacy Policiescited by 1
- 2025Word-level Annotation of GDPR Transparency Compliance in Privacy Policies using Large Language Modelscited by 1
- 2025Overcoming Language Barriers: Multilingual Analysis of the 2023 Swiss Privacy Law's Impactcited by 1
- 2026PrivPRISM: Automatically Detecting Discrepancies Between Google Play Data Safety Declarations and Developer Privacy Policiescited by 1
- 2021Detecting Compliance of Privacy Policies with Data Protection Lawscited by 0
- 2021Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learningcited by 0
6 more
- 2022NL2GDPR: Automatically Develop GDPR Compliant Android Application Features from Natural Languagecited by 0
- 2024FedCross: Intertemporal Federated Learning Under Evolutionary Gamescited by 0
- 2026LADFA: A Framework of Using Large Language Models and Retrieval-Augmented Generation for Personal Data Flow Analysis in Privacy Policiescited by 0
- 2026PrivSTRUCT: Untangling Data Purpose Compliance of Privacy Policies in Google Play Storecited by 0
- 2026SoK: From Generation to Consumption of Privacy Documents in Software Systemscited by 0
- 2026Privacy Washing: Detecting Internal Contradictions in Privacy Policiescited by 0
- 2026Privacy Washing: Detecting Internal Contradictions in Privacy Policies2 Sep 2026
- 2026SoK: From Generation to Consumption of Privacy Documents in Software Systems12 Aug 2026
- 2026PrivSTRUCT: Untangling Data Purpose Compliance of Privacy Policies in Google Play Store24 Apr 2026
- 2026PrivPRISM: Automatically Detecting Discrepancies Between Google Play Data Safety Declarations and Developer Privacy Policies10 Mar 2026
- 2026LADFA: A Framework of Using Large Language Models and Retrieval-Augmented Generation for Personal Data Flow Analysis in Privacy Policies15 Jan 2026
- 2025A Longitudinal Measurement of Privacy Policy Evolution for Large Language Models24 Nov 2025
- 2025Overcoming Language Barriers: Multilingual Analysis of the 2023 Swiss Privacy Law's Impact7 Oct 2025
- 2025Word-level Annotation of GDPR Transparency Compliance in Privacy Policies using Large Language Models13 Mar 2025
- 2024FedCross: Intertemporal Federated Learning Under Evolutionary Games22 Dec 2024
- 2024Entailment-Driven Privacy Policy Classification with LLMs25 Sep 2024
- 2024PolicyLR: A Logic Representation For Privacy Policies27 Aug 2024
- 2024PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verification30 Apr 2024
6 more
- 2023PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models19 Sep 2023
- 2023More Data Types More Problems: A Temporal Analysis of Complexity, Stability, and Sensitivity in Privacy Policies17 Feb 2023
- 2022NL2GDPR: Automatically Develop GDPR Compliant Android Application Features from Natural Language29 Aug 2022
- 2022Privacy Policies Across the Ages: Content and Readability of Privacy Policies 1996--202121 Jan 2022
- 2021Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learning8 Nov 2021
- 2021Detecting Compliance of Privacy Policies with Data Protection Laws21 Feb 2021
- 2023PolicyGPT: Automated Analysis of Privacy Policies with Large Language Modelscited by 16
- 2024PolicyLR: A Logic Representation For Privacy Policiescited by 3
- 2022Privacy Policies Across the Ages: Content and Readability of Privacy Policies 1996--2021cited by 2
- 2024PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verificationcited by 2
- 2024Entailment-Driven Privacy Policy Classification with LLMscited by 2
- 2023More Data Types More Problems: A Temporal Analysis of Complexity, Stability, and Sensitivity in Privacy Policiescited by 1
- 2025Word-level Annotation of GDPR Transparency Compliance in Privacy Policies using Large Language Modelscited by 1
- 2025Overcoming Language Barriers: Multilingual Analysis of the 2023 Swiss Privacy Law's Impactcited by 1
- 2026PrivPRISM: Automatically Detecting Discrepancies Between Google Play Data Safety Declarations and Developer Privacy Policiescited by 1
- 2021Detecting Compliance of Privacy Policies with Data Protection Lawscited by 0
- 2021Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learningcited by 0
- 2022NL2GDPR: Automatically Develop GDPR Compliant Android Application Features from Natural Languagecited by 0
12 most cited of 16 All 16 (JSON)
- 2026Privacy Washing: Detecting Internal Contradictions in Privacy Policies2 Sep 2026
- 2026SoK: From Generation to Consumption of Privacy Documents in Software Systems12 Aug 2026
- 2026PrivSTRUCT: Untangling Data Purpose Compliance of Privacy Policies in Google Play Store24 Apr 2026
- 2026PrivPRISM: Automatically Detecting Discrepancies Between Google Play Data Safety Declarations and Developer Privacy Policies10 Mar 2026
- 2025Overcoming Language Barriers: Multilingual Analysis of the 2023 Swiss Privacy Law's Impact7 Oct 2025
- 2025Word-level Annotation of GDPR Transparency Compliance in Privacy Policies using Large Language Models13 Mar 2025
- 2024FedCross: Intertemporal Federated Learning Under Evolutionary Games22 Dec 2024
- 2024Entailment-Driven Privacy Policy Classification with LLMs25 Sep 2024
- 2024PolicyLR: A Logic Representation For Privacy Policies27 Aug 2024
- 2024PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verification30 Apr 2024
- 2023PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models19 Sep 2023
- 2023More Data Types More Problems: A Temporal Analysis of Complexity, Stability, and Sensitivity in Privacy Policies17 Feb 2023
12 newest of 16 All 16 (JSON)