2019 · 17 citations · 27 references
ComputingCommunicationComputer ScienceArtificial IntelligenceComputer SecurityCybercrimeBot DetectionMisinformation DetectionOnline FraudSocial ComputingSocial MediaBot ActivityBot Behavior AnalysisBot-driven Misinformation DetectionSocial Bot DetectionSocial BotsSocial Media Bot Detection
Social networks can quickly propagate information to large audiences and can be used to spread fake news or to provide false figures of popularity. Social bots, i.e., software robots that automatically interact with human users and produce content under a fictive identity, are used for such harmful activities. In this paper, we study the relationship between bots and genuine human users with the aim of identifying those "credulous" users who are particularly exposed, and unintentionally contribute, to the activities planned by a network of bots. Spotting credulous users is useful to service providers to display warnings on their dashboards, scan their activities for early signs of attacks, or take more active measures to prevent or limit the negative effects of their activities.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
An introduction to ROC analysis
Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations
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