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Home/Authors/Ahmed A. Abouelkhaire

Ahmed A. Abouelkhaire

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1

Frequent co-authors

Waleed A. Yousef1×
Issa Traor1×

Research Timeline

2026
Image-Based Malware Type Classification on MalNet-Image Tiny: Effects of Multi-Scale Fusion, Transfer Learning, Data Augmentation, and Schedule-Free Optimization

The paper investigates improving 43-class malware type classification on MalNet-Image Tiny by evaluating the combined effects of multi-scale feature fusion, transfer learning, advanced data augmentation, and optimized training schedules.

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Papers

cs.CRRecentApr 22, 2026

Image-Based Malware Type Classification on MalNet-Image Tiny: Effects of Multi-Scale Fusion, Transfer Learning, Data Augmentation, and Schedule-Free Optimization

Ahmed A. Abouelkhaire, Waleed A. Yousef, Issa Traor

The paper investigates improving 43-class malware type classification on MalNet-Image Tiny by evaluating the combined effects of multi-scale feature fusion, transfer learning, advanced data augmentati…

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