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Pradyumna Mishra

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Open access Sep 2026

An Explainable and Reproducible Lightweight Machine Learning Framework for SMS Spam Detection Using TF-IDF and Linear Support Vector Classification

The continued use of short message service (SMS) for personal, institutional and transactional communication has made mobile messaging a persistent target for unsolicited advertising, social engineering and fraud-oriented content. This paper presents a reproducible and explainable lightweight machine learning framework...

Pradyumna Mishra, Akash Yadav · 0 citations

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