Md. Sohel Rana

Unmasking adversarial attacks using a robust XAI-driven approach for secure medical image classification

Sudarshan Saha, Md. Sohel Rana, Ahmed Wasif Reza, M. R. Amin

Deep learning models have revolutionized medical image analysis but remain vulnerable to adversarial attacks. This work presents FusionStack, an explainability-driven framework for detecting adversarial perturbations through multi-method XAI stability analysis. We introduce three…Read more