Mohammed Kasem Al-Bayati

Lightweight CNN with Multi-Head Attention for Image-Based Malware Classification

This paper introduces a compact convolutional neural network (CNN) architecture integrated with a multi-head attention mechanism to enhance feature discrimination in malware family classification. The novelty lies in combining attention-based refinement within a lightweight framework that achieves comparable accuracy t...