An Audit of Facebook's Political Ad Policy Enforcement

Victor Le Pochat, Laura Edelson, Tom Van Goethem, Wouter Joosen, Damon McCoy, Tobias Lauinger

    Research output: Chapter in Book/Report/Conference proceedingConference contribution


    Major technology companies strive to protect the integrity of political advertising on their platforms by implementing and enforcing self-regulatory policies that impose transparency requirements on political ads. In this paper, we quantify whether Facebook's current enforcement correctly identifies political ads and ensures compliance by advertisers. In a comprehensive, large-scale analysis of 4.2 million political and 29.6 million non-political ads from 215,030 advertisers, we identify ads correctly detected as political (true positives), ads incorrectly detected (false positives), and ads missed by detection (false negatives). Facebook's current enforcement appears imprecise: 61% more ads are missed than are detected worldwide, and 55% of U.S. detected ads are in fact non-political. Detection performance is uneven across countries, with some having up to 53 times higher false negative rates among clearly political pages than in the U.S. Moreover, enforcement appears inadequate for preventing systematic violations of political advertising policies: for example, advertisers were able to continue running political ads without disclosing them while they were temporarily prohibited in the U.S. We attribute these flaws to five gaps in Facebook's current enforcement and transparency implementation, and close with recommendations to improve the security of the online political ad ecosystem.

    Original languageEnglish (US)
    Title of host publicationProceedings of the 31st USENIX Security Symposium, Security 2022
    PublisherUSENIX Association
    Number of pages18
    ISBN (Electronic)9781939133311
    StatePublished - 2022
    Event31st USENIX Security Symposium, Security 2022 - Boston, United States
    Duration: Aug 10 2022Aug 12 2022

    Publication series

    NameProceedings of the 31st USENIX Security Symposium, Security 2022


    Conference31st USENIX Security Symposium, Security 2022
    Country/TerritoryUnited States

    ASJC Scopus subject areas

    • Computer Networks and Communications
    • Information Systems
    • Safety, Risk, Reliability and Quality


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