OmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers

Over half of all visits to websites now take place in a mobile browser, yet the majority of web privacy studies take the vantage point of desktop browsers, use emulated mobile browsers, or focus on just a single mobile browser instead. In this paper, we present a comprehensive web-tracking measureme...

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Autores principales: Cassel Darion, Lin Su-Chin, Buraggina Alessio, Wang William, Zhang Andrew, Bauer Lujo, Hsiao Hsu-Chun, Jia Limin, Libert Timothy
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Lenguaje:EN
Publicado: Sciendo 2022
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Acceso en línea:https://doaj.org/article/44e968ee5a26407b8ca02a823688943c
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spelling oai:doaj.org-article:44e968ee5a26407b8ca02a823688943c2021-12-05T14:11:10ZOmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers2299-098410.2478/popets-2022-0012https://doaj.org/article/44e968ee5a26407b8ca02a823688943c2022-01-01T00:00:00Zhttps://doi.org/10.2478/popets-2022-0012https://doaj.org/toc/2299-0984Over half of all visits to websites now take place in a mobile browser, yet the majority of web privacy studies take the vantage point of desktop browsers, use emulated mobile browsers, or focus on just a single mobile browser instead. In this paper, we present a comprehensive web-tracking measurement study on mobile browsers and privacy-focused mobile browsers. Our study leverages a new web measurement infrastructure, OmniCrawl, which we develop to drive browsers on desktop computers and smartphones located on two continents. We capture web tracking measurements using 42 different non-emulated browsers simultaneously. We find that the third-party advertising and tracking ecosystem of mobile browsers is more similar to that of desktop browsers than previous findings suggested. We study privacy-focused browsers and find their protections differ significantly and in general are less for lower-ranked sites. Our findings also show that common methodological choices made by web measurement studies, such as the use of emulated mobile browsers and Selenium, can lead to website behavior that deviates from what actual users experience.Cassel DarionLin Su-ChinBuraggina AlessioWang WilliamZhang AndrewBauer LujoHsiao Hsu-ChunJia LiminLibert TimothySciendoarticleweb trackingweb measurementuser privacymobile browserstracking protectionEthicsBJ1-1725Electronic computers. Computer scienceQA75.5-76.95ENProceedings on Privacy Enhancing Technologies, Vol 2022, Iss 1, Pp 227-252 (2022)
institution DOAJ
collection DOAJ
language EN
topic web tracking
web measurement
user privacy
mobile browsers
tracking protection
Ethics
BJ1-1725
Electronic computers. Computer science
QA75.5-76.95
spellingShingle web tracking
web measurement
user privacy
mobile browsers
tracking protection
Ethics
BJ1-1725
Electronic computers. Computer science
QA75.5-76.95
Cassel Darion
Lin Su-Chin
Buraggina Alessio
Wang William
Zhang Andrew
Bauer Lujo
Hsiao Hsu-Chun
Jia Limin
Libert Timothy
OmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers
description Over half of all visits to websites now take place in a mobile browser, yet the majority of web privacy studies take the vantage point of desktop browsers, use emulated mobile browsers, or focus on just a single mobile browser instead. In this paper, we present a comprehensive web-tracking measurement study on mobile browsers and privacy-focused mobile browsers. Our study leverages a new web measurement infrastructure, OmniCrawl, which we develop to drive browsers on desktop computers and smartphones located on two continents. We capture web tracking measurements using 42 different non-emulated browsers simultaneously. We find that the third-party advertising and tracking ecosystem of mobile browsers is more similar to that of desktop browsers than previous findings suggested. We study privacy-focused browsers and find their protections differ significantly and in general are less for lower-ranked sites. Our findings also show that common methodological choices made by web measurement studies, such as the use of emulated mobile browsers and Selenium, can lead to website behavior that deviates from what actual users experience.
format article
author Cassel Darion
Lin Su-Chin
Buraggina Alessio
Wang William
Zhang Andrew
Bauer Lujo
Hsiao Hsu-Chun
Jia Limin
Libert Timothy
author_facet Cassel Darion
Lin Su-Chin
Buraggina Alessio
Wang William
Zhang Andrew
Bauer Lujo
Hsiao Hsu-Chun
Jia Limin
Libert Timothy
author_sort Cassel Darion
title OmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers
title_short OmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers
title_full OmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers
title_fullStr OmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers
title_full_unstemmed OmniCrawl: Comprehensive Measurement of Web Tracking With Real Desktop and Mobile Browsers
title_sort omnicrawl: comprehensive measurement of web tracking with real desktop and mobile browsers
publisher Sciendo
publishDate 2022
url https://doaj.org/article/44e968ee5a26407b8ca02a823688943c
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