Author

M. Alaeiyan

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Open access Aug 2026

Malware detection via memory dump images: investigating the role of uneven kernel filters in CNNs with visual explainability

This paper proposes a novel CNN architecture with uneven kernel sizes that outperforms existing malware detection and classification models and compares its performance against well-known CNN architectures, all trained and tested on malware image datasets.

M. Alaeiyan, Pooria Lakzian · Journal of Computer Virology... · 0 citations