Browsing by Subject "Machine-learning"

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PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework

Rahman, Tahsinur; Ahmed, Nusaiba; Monjur, Shama; Haque, Fasbeer Mohammad; Kabir, Naweed (Brac University, 2023-01)

As the world is moving more and more towards a digital era, a great majority of data is transferred through a famous format known as PDF. One of its biggest obstacles is still the age-old problem: malware. Even though ...
A thesis on utilizing machine learning models to predict material hardship

Das, Tirtha (Brac University, 2023-12)

This thesis addresses the concern of material hardship, defined by a paucity in resources necessary to fulfil fundamental needs, especially affecting children and families. Drawing insights from studies on the determinants ...