You Can’t Trust Your Tag Neither: Privacy Leaks and Potential Legal Violations within the Google Tag Manager

Tag Management Systems (TMS) were developed in order to support website Publishers in installing multiple third-party JavaScript scripts (Tags) on their websites. Google has proposed its own TMS called "Google Tag Manager" (GTM) that is currently present on 52% of the top 1 million most popular websites. However, GTM has not yet been thoroughly evaluated by the academic research community. In this work, we study, for the first time, the Tags provided within the GTM system. Our methodology consists in installing Tags in isolation to analyze the types of data that Tags collect and contrast them to the legal and technical documentation, in collaboration with a legal expert. Across three studies - in-depth analysis of 6 Tags, automated analysis of 718 Tags, and analysis of Google "Consent Mode" - we discover multiple hidden data leaks, incomplete and diverging declarations, undisclosed third- parties and cookies, personal data sharing without consent and we further identify potential legal violations within EU Data Protection law.

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Publication Details

Published
2025-06-30
DOI
https://doi.org/10.1109/eurosp63326.2025.00015
Citations
3
Primary Topic
Privacy, Security, and Data Protection
Type
article
Field-Weighted Citation Impact
12.60
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article

You Can’t Trust Your Tag Neither: Privacy Leaks and Potential Legal Violations within the Google Tag Manager

Nataliia Bielova, Gilles Mertens, Cristiana Santos, Vincent Roca
3 citations
Privacy, Security, and Data Protection
12.60
article

You Can’t Trust Your Tag Neither: Privacy Leaks and Potential Legal Violations within the Google Tag Manager

Nataliia Bielova, Gilles Mertens, Cristiana Santos, Vincent Roca
article en
3 citations

Abstract

Tag Management Systems (TMS) were developed in order to support website Publishers in installing multiple third-party JavaScript scripts (Tags) on their websites. Google has proposed its own TMS called "Google Tag Manager" (GTM) that is currently present on 52% of the top 1 million most popular websites. However, GTM has not yet been thoroughly evaluated by the academic research community. In this work, we study, for the first time, the Tags provided within the GTM system. Our methodology consists in installing Tags in isolation to analyze the types of data that Tags collect and contrast them to the legal and technical documentation, in collaboration with a legal expert. Across three studies - in-depth analysis of 6 Tags, automated analysis of 718 Tags, and analysis of Google "Consent Mode" - we discover multiple hidden data leaks, incomplete and diverging declarations, undisclosed third- parties and cookies, personal data sharing without consent and we further identify potential legal violations within EU Data Protection law.

Institut national de recherche en sciences et technologies du numérique (FR), Utrecht University (NL), Centre Inria de l'Université Grenoble Alpes (FR), Université Grenoble Alpes (FR)
Openalex Percentile: Top 2%
Privacy, Security, and Data Protection
12.60
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You Can’t Trust Your Tag Neither: Privacy Leaks and Potential Legal Violations within the Google Tag Manager — Nataliia Bielova, Gilles Mertens, et al. · (2025) | TGRS Research Map | TGRS