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

Vibha Bhavikatti, Mark Stamp

Recent studies have shown that binary-to-image representations can enable effective machine learning-based results for malware detection and classification. However, performance ca…