Toxic Ink on Immutable Paper: Content Moderation for Ethereum Input Data Messages (IDMs)

Decentralized communication is becoming an important use case within Web3. On Ethereum, users can repurpose the transaction input data field to embed natural-language messages, commonly known as Input Data Messages (IDMs). However, as IDMs gain wider adoption, there has been a growing volume of toxic content on-chain. This trend is concerning, as Ethereum provides no protocol-level support for content moderation.We propose two moderation frameworks for Ethereum IDMs: (i) BUILDERMOD, where builders perform semantic checks during block construction; and (ii) USERMOD, where users proactively obtain moderation proofs from external classifiers and embed them in transactions. Our evaluation reveals that BUILDERMOD incurs high block-time overhead, which limits its practicality. In contrast, USERMOD enables lower-latency validation and scales more effectively, making it a more practical approach in moderation-aware Ethereum environments.Our study lays the groundwork for protocol-level content governance in decentralized systems, and we hope it contributes to the development of a decentralized communication environment that is safe, trustworthy, and socially responsible.

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Publication Details

Published
2025-11-14
DOI
https://doi.org/10.1109/trustcom66490.2025.00196
Primary Topic
Security and Verification in Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

Toxic Ink on Immutable Paper: Content Moderation for Ethereum Input Data Messages (IDMs)

William J. Knottenbelt, Zhipeng Wang, Qin Wang, Xihan Xiong
Security and Verification in Computing
article

Toxic Ink on Immutable Paper: Content Moderation for Ethereum Input Data Messages (IDMs)

William J. Knottenbelt, Zhipeng Wang, Qin Wang, Xihan Xiong
article en

Abstract

Decentralized communication is becoming an important use case within Web3. On Ethereum, users can repurpose the transaction input data field to embed natural-language messages, commonly known as Input Data Messages (IDMs). However, as IDMs gain wider adoption, there has been a growing volume of toxic content on-chain. This trend is concerning, as Ethereum provides no protocol-level support for content moderation.We propose two moderation frameworks for Ethereum IDMs: (i) BUILDERMOD, where builders perform semantic checks during block construction; and (ii) USERMOD, where users proactively obtain moderation proofs from external classifiers and embed them in transactions. Our evaluation reveals that BUILDERMOD incurs high block-time overhead, which limits its practicality. In contrast, USERMOD enables lower-latency validation and scales more effectively, making it a more practical approach in moderation-aware Ethereum environments.Our study lays the groundwork for protocol-level content governance in decentralized systems, and we hope it contributes to the development of a decentralized communication environment that is safe, trustworthy, and socially responsible.

Commonwealth Scientific and Industrial Research Organisation (AU), University of Manchester (GB), Data61 (AU), Imperial College London (GB)
Openalex Percentile: Top 15%
Security and Verification in Computing
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Toxic Ink on Immutable Paper: Content Moderation for Ethereum Input Data Messages (IDMs) — William J. Knottenbelt, Zhipeng Wang, et al. · (2025) | TGRS Research Map | TGRS