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Auditing Offline Data Brokers via Facebook's Advertising Platform

https://doi.org/10.1145/3308558.3313666
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.jesp.2017.01.006openalex-snapshot
Beyond the Turk: Alternative platforms for crowdsourcing behavioral research
inferredcites →https://doi.org/10.1038/2061099b0openalex-snapshot
Journal of Experimental Social Psychology
inferredcites →https://doi.org/10.1109/sp.2018.00014openalex-snapshot
Privacy Risks with Facebook's PII-Based Targeting: Auditing a Data Broker's Advertising Interface
inferredcites →https://doi.org/10.1111/padr.12102openalex-snapshot
Leveraging Facebook's Advertising Platform to Monitor Stocks of Migrants
inferredcites →https://doi.org/10.1145/2381966.2381969openalex-snapshot
Understanding what they do with what they know
inferredcites →https://doi.org/10.1145/2460276.2460278openalex-snapshot
Discrimination in Online Ad Delivery
inferredcites →https://doi.org/10.1145/2817946.2817957openalex-snapshot
The City Privacy Attack
inferredcites →https://doi.org/10.1145/3091478.3091513openalex-snapshot
Using Facebook Ads Audiences for Global Lifestyle Disease Surveillance
inferredcites →https://doi.org/10.1145/3267323.3268962openalex-snapshot
The Accuracy of the Demographic Inferences Shown on Google's Ad Settings
inferredcites →https://doi.org/10.1145/3286062.3286089openalex-snapshot
Treads
inferredcites →https://doi.org/10.14722/ndss.2018.23191openalex-snapshot
Investigating Ad Transparency Mechanisms in Social Media: A Case Study of Facebook's Explanations
inferredcites →https://doi.org/10.14722/ndss.2019.23392openalex-snapshot
Quantity vs. Quality: Evaluating User Interest Profiles Using Ad Preference Managers
inferredcites →https://doi.org/10.1515/popets-2015-0007openalex-snapshot
Automated Experiments on Ad Privacy Settings
inferredcites →https://doi.org/10.29012/jpc.v3i1.594openalex-snapshot
Privacy Violations Using Microtargeted Ads: A Case Study
inferredcites →https://doi.org/10.48550/arxiv.1408.6491openalex-snapshot
Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination
inferredcites →https://doi.org/10.48550/arxiv.1506.01675openalex-snapshot
What do they know about me? Contents and Concerns of Online Behavioral Profiles
inferredcites →https://doi.org/10.48550/arxiv.1705.04045openalex-snapshot
Using Facebook Ads Audiences for Global Lifestyle Disease Surveillance: Promises and Limitations
inferredcites →https://doi.org/10.48550/arxiv.1803.10099openalex-snapshot
Facebook's Advertising Platform: New Attack Vectors and the Need for Interventions
inferredcites →https://doi.org/10.5281/zenodo.3445350openalex-snapshot
Unveiling and Quantifying Facebook Exploitation of Sensitive Personal Data for Advertising Purposes

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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STEM and Teens: An Algorithm Bias on a Social Media
inferred← citeshttps://doi.org/10.2139/ssrn.4189518openalex-extracted
inferred← citeshttps://doi.org/10.1007/978-3-032-19438-1_4openalex-snapshot
Advertising Through Algorithmic Media
inferred← citeshttps://doi.org/10.1007/s10611-026-10278-1openalex-snapshot
Data brokers in the shadows: the social harms of information exploitation
inferred← citeshttps://doi.org/10.1109/sp46215.2023.10179448openalex-snapshot
Collaborative Ad Transparency: Promises and Limitations
inferred← citeshttps://doi.org/10.1109/sp63933.2026.00162openalex-snapshot
Understanding Data Collection, Brokerage, and Spam in the Lead Marketing Ecosystem
inferred← citeshttps://doi.org/10.1145/3319535.3363200openalex-snapshot
Oh, the Places You've Been! User Reactions to Longitudinal Transparency About Third-Party Web Tracking and Inferencing
inferred← citeshttps://doi.org/10.1145/3437963.3441801openalex-snapshot
Ad Delivery Algorithms
inferred← citeshttps://doi.org/10.1145/3449148openalex-snapshot
Problematic Machine Behavior
inferred← citeshttps://doi.org/10.1145/3449166openalex-snapshot
Errors in Geotargeted Display Advertising
inferred← citeshttps://doi.org/10.1145/3511265.3550450openalex-snapshot
The Case for Establishing a Collective Perspective to Address the Harms of Platform Personalization
inferred← citeshttps://doi.org/10.1145/3514094.3534192openalex-snapshot
Social Media Profiling Continues to Partake in the Development of Formalistic Self-Concepts. Social Media Users Think So, Too.
inferred← citeshttps://doi.org/10.1145/3544548.3580846openalex-snapshot
Assessing enactment of content regulation policies: A post hoc crowd-sourced audit of election misinformation on YouTube
inferred← citeshttps://doi.org/10.1145/3603216.3624968openalex-snapshot
Analysis of Google Ads Settings Over Time: Updated, Individualized, Accurate, and Filtered
inferred← citeshttps://doi.org/10.1145/3686917openalex-snapshot
On the Use of Proxies in Political Ad Targeting
inferred← citeshttps://doi.org/10.1145/3715275.3732026openalex-snapshot
WEIRD Audits? Research Trends, Linguistic and Geographical Disparities in the Algorithm Audits of Online Platforms - A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3719027.3744848openalex-snapshot
Exploiting the Shared Storage API
inferred← citeshttps://doi.org/10.1177/14614448221146174openalex-snapshot
How online advertising targets consumers: The uses of categories and algorithmic tools by audience planners
inferred← citeshttps://doi.org/10.1177/14695405221121250openalex-snapshot
Book Review: Profit over privacy review
inferred← citeshttps://doi.org/10.1287/isre.2022.0470openalex-snapshot
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets
inferred← citeshttps://doi.org/10.17760/d20620606openalex-snapshot
Measuring the harms of personalization through advertising
inferred← citeshttps://doi.org/10.2196/23139openalex-snapshot
Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation
inferred← citeshttps://doi.org/10.2478/popets-2020-0050openalex-snapshot
The Price is (Not) Right: Comparing Privacy in Free and Paid Apps
inferred← citeshttps://doi.org/10.33621/jdsr.v2i3.32openalex-snapshot
Practical AI Transparency: Revealing Datafication and Algorithmic Identities
inferred← citeshttps://doi.org/10.48550/arxiv.1904.02095openalex-snapshot
Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes
inferred← citeshttps://doi.org/10.48550/arxiv.1912.04255openalex-snapshot
Ad Delivery Algorithms: The Hidden Arbiters of Political Messaging
inferred← citeshttps://doi.org/10.51685/jqd.2024.010openalex-snapshot
Who Does(n't) Target You?
inferred← citeshttps://doi.org/10.5210/fm.v27i12.12872openalex-snapshot
Twitter spam and false accounts prevalence, detection, and characterization: A survey
inferred← citeshttps://doi.org/10.56553/popets-2022-0067openalex-snapshot
“It Feels Like Whack-a-mole”: User Experiences of Data Removal from People Search Websites
inferred← citeshttps://doi.org/10.56553/popets-2022-0101openalex-snapshot
Analyzing the Monetization Ecosystem of Stalkerware
inferred← citeshttps://doi.org/10.56553/popets-2022-0110openalex-snapshot
ATOM: Ad-network Tomography
inferred← citeshttps://doi.org/10.5821/dissertation-2117-407451openalex-snapshot
A novel approach to web tracking detection and removal with minimal functionality loss
inferred← citeshttps://doi.org/10.70675/70918bd4z9dc6z4013zaceczac3e4379c3beopenalex-snapshot
Auditing, Measuring, and Bringing Transparency to Social Media Advertising Ecosystems
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