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Jumana Waleed

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Open access Jun 2026

A Hybrid CNN–LSTM Framework for Behavioral Malware Detection and Dynamic YARA Rule Generation

Results show that the fusion of deep learning-based behavioral analysis with external contextual intelligence is an effective and deployable malware detection solution which supports dynamic YARA rule generation.

Hamid Talib Zaidan, Jumana Waleed, Ruaa Azzah Suhail · 0 citations