Measuring the Facebook Advertising Ecosystem
Athanasios Andreou, Márcio Silva, Fabrício Benevenuto, Oana Goga, Patrick Loiseau, Alan Mislove
摘要
The Facebook advertising platform has been subject to a number of controversies in the past years regarding privacy violations, lack of transparency, as well as its capacity to be used by dishonest actors for discrimination or propaganda. In this study, we aim to provide a better understanding of the Facebook advertising ecosystem, focusing on how it is being used by advertisers. We first analyze the set of advertisers and then investigate how those advertisers are targeting users and customizing ads via the platform. Our analysis is based on the data we collected from over 600 real-world users via a browser extension that collects the ads our users receive when they browse their Facebook timeline, as well as the explanations for why users received these ads. Our results reveal that users are targeted by a wide range of advertisers (e.g., from popular to niche advertisers); that a non-negligible fraction of advertisers are part of potentially sensitive categories such as news and politics, health or religion; that a significant number of advertisers employ targeting strategies that could be either invasive or opaque; and that many advertisers use a variety of targeting parameters and ad texts. Overall, our work emphasizes the need for better mechanisms to audit ads and advertisers in social media and provides an overview of the platform usage that can help move towards such mechanisms.
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引用它的顶会 Paper17
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- A Security Analysis of the Facebook Ad LibraryLaura Edelson, Tobias Lauinger, Damon McCoyS&P 2020 · 被引用 43 次
- Understanding the Complexity of Detecting Political AdsVera Sosnovik, Oana GogaWWW 2021 · 被引用 32 次
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它引用的顶会 Paper3
- Privacy Risks with Facebook's PII-Based Targeting: Auditing a Data Broker's Advertising InterfaceGiridhari Venkatadri, Athanasios Andreou, Yabing Liu, Alan Mislove 等S&P 2018 · 被引用 110 次
- Investigating Ad Transparency Mechanisms in Social Media: A Case Study of Facebooks ExplanationsAthanasios Andreou, Giridhari Venkatadri, Oana Goga, Krishna P. Gummadi 等NDSS 2018 · 被引用 68 次
- Unveiling and Quantifying Facebook Exploitation of Sensitive Personal Data for Advertising PurposesJosé González Cabañas, Ángel Cuevas, Rubén CuevasUSENIX Security 2018 · 被引用 54 次
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