Browsing by Subject "SHAP"

Now showing items 1-2 of 2

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 ...
XOPSIS: an explainable AI method based on the order of preference by similarity to ideal solution

Rahman, Anika (Brac University, 2023-07)

Explainable AI (XAI) techniques are essential for comprehending machine learn- ing model predictions in a variety of fields, including healthcare. In this study, we highlight XOPSIS, a newly developed XAI method built ...