Efficient Abuse Reporting for Private Messaging Systems

Abuse reporting systems like message franking allow end-to-end encrypted (E2EE) messaging platforms to verify user-generated abuse reports as part of their platform content moderation policies. Unfortunately, existing abuse reporting systems make several assumptions about the messaging platform architecture, or desired privacy guarantees, that limit what policy decisions are possible. Meta's lightweight message franking protocol used in Messenger, for example, assumes that the messaging platform itself undertakes all moderation responsibilities, and the platform must see all messaging metadata. Existing systems also do not provide mechanisms for a moderator to enforce their decisions. They instead stop at the point of convincing a moderator that reports are genuine. While partial or full solutions exist to address some of these limitations, they incur performance overheads that make deployment impractical for real-world systems. In my dissertation, I present three novel techniques to implement abuse reporting for E2EE messaging platforms. These offer practical performance for different deployment considerations, allowing for (a) abuse reporting for metadata-hiding messaging based on onion encryption, (b) moderation duties performed by third parties separate from the messaging platform, and (c) abuse reporting and moderation enforcement in platforms with third-party moderators.

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Publication Details

Journal
UNC Libraries
Published
2026-05-29
DOI
https://doi.org/10.17615/qjmn-vt61
Primary Topic
Web Application Security Vulnerabilities
Type
article
Field-Weighted Citation Impact
0.00
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article

Efficient Abuse Reporting for Private Messaging Systems

Matthew Gregoire
UNC Libraries
Web Application Security Vulnerabilities
article

Efficient Abuse Reporting for Private Messaging Systems

Matthew Gregoire
article en

Abstract

Abuse reporting systems like message franking allow end-to-end encrypted (E2EE) messaging platforms to verify user-generated abuse reports as part of their platform content moderation policies. Unfortunately, existing abuse reporting systems make several assumptions about the messaging platform architecture, or desired privacy guarantees, that limit what policy decisions are possible. Meta's lightweight message franking protocol used in Messenger, for example, assumes that the messaging platform itself undertakes all moderation responsibilities, and the platform must see all messaging metadata. Existing systems also do not provide mechanisms for a moderator to enforce their decisions. They instead stop at the point of convincing a moderator that reports are genuine. While partial or full solutions exist to address some of these limitations, they incur performance overheads that make deployment impractical for real-world systems. In my dissertation, I present three novel techniques to implement abuse reporting for E2EE messaging platforms. These offer practical performance for different deployment considerations, allowing for (a) abuse reporting for metadata-hiding messaging based on onion encryption, (b) moderation duties performed by third parties separate from the messaging platform, and (c) abuse reporting and moderation enforcement in platforms with third-party moderators.

UNC Libraries
University of North Carolina at Chapel Hill (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 3%
Web Application Security Vulnerabilities
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