Author

Mohammed Kasem Al-Bayati

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Open access Aug 2026

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

A compact convolutional neural network architecture integrated with a multi-head attention mechanism to enhance feature discrimination in malware family classification that attains high weighted Precision, Recall, and F1 scores and enhanced macro-averaged performance, particularly enhancing classification for minority...

Mohammed Kasem Al-Bayati · Zanco Journal of Pure and Ap... · 0 citations