Author

Vibha Bhavikatti

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Preprint Aug 2026

A Comparison of Malware Image Transformations Using Grad-CAM and Hybrid Learning Models

Recent studies have shown that binary-to-image representations can enable effective machine learning-based results for malware detection and classification. However, performance can vary significantly, depending on the technique used to convert binaries to images. Furthermore, the explainability and interpretability of...

Vibha Bhavikatti, Mark Stamp · 0 citations