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Home/Authors/Ayan Roy

Ayan Roy

1 indexed paper

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26

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Crypto×1

Frequent co-authors

Carl Lochstampfor1×

Research Timeline

2026
A Synthetic Conversational Smishing Dataset for Social Engineering Detection

The paper introduces a synthetic dataset of multi-round conversations to detect conversational smishing, finding that XGBoost with TF-IDF features achieved the best performance (72.5% accuracy).

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Papers

cs.CRRecentApr 13, 2026

A Synthetic Conversational Smishing Dataset for Social Engineering Detection

Carl Lochstampfor, Ayan Roy

The paper introduces a synthetic dataset of multi-round conversations to detect conversational smishing, finding that XGBoost with TF-IDF features achieved the best performance (72.5% accuracy).

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