Data Skeptic

Network Manipulation

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Apr 30, 2025
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INSIGHT

Scope of Online Trust and Safety

  • Online trust and safety aims to provide users with good experiences without manipulation or harmful content.
  • It covers content moderation, account security, and political campaign manipulation that distorts reality.
INSIGHT

Coordinated Reply Attack Targeting

  • Coordinated reply attacks target influential users like journalists and politicians to harass or boost them artificially.
  • Identifying such attacks helps detect manipulated public discourse and differentiate authentic from coordinated reactions.
ADVICE

Detecting Coordinated Attacks Method

  • Use a two-model machine learning framework: first predict if a tweet gets coordinated replies.
  • Then identify users involved in attacks based on reply features and metadata.
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