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Bareq M. Khudhair

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Open access Aug 2026

StageGuard: A hierarchical BERT-BiLSTM framework with stage transition anomaly scoring for fraudulent conversation detection

Fraud conducted through chat applications has grown into a serious global threat affecting millions of people each year. Most detection systems still classify each message in isolation rather than reasoning over the conversation as a whole, which limits their ability to recognise the gradual manipulation that character...

Karrar M. Khudhair, Bareq M. Khudhair · 0 citations

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