XRan: Explainable deep learning-based ransomware detection using dynamic analysis

Gulmez, Sibel; Gorgulu Kakisim, Arzu; Sogukpinar, Ibrahim

doi:10.1016/j.cose.2024.103703

Computers & Security

2024

DOI: 10.1016/j.cose.2024.103703

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XRan: Explainable deep learning-based ransomware detection using dynamic analysis

Sibel Gulmez,

Arzu Gorgulu Kakisim,

Ibrahim Sogukpinar

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Cited by 12 publications

References 37 publications

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XRan: Explainable deep learning-based ransomware detection using dynamic analysis

Cited by 12 publications

References 37 publications

Machine learning-based cyber threat detection: an approach to malware detection and security with explainable AI insights

Machine learning-based cyber threat detection: an approach to malware detection and security with explainable AI insights

An intelligent ransomware attack detection and classification using dual vision transformer with Mantis Search Split Attention Network

vDefender: An explainable and introspection-based approach for identifying emerging malware behaviour at hypervisor-layer in virtualization environment

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