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Machine Learning-Based Static Ransomware Detection Using PE Header Features and SHAP Interpretation

Cybercriminals use advanced techniques to launch an attack against organizations, which causes disruption of normal business activities. The traditional signature-based malware detection methods are not effective in the detection of ransomware. Therefore, the use of machine learning and deep learnin...

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Bibliografske podrobnosti
Principais autores: Gabryella Barnes, Ahmad Ghafarian
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2026-04-01
Serija:Journal of Cybersecurity and Privacy
Teme:
Online dostop:https://www.mdpi.com/2624-800X/6/2/58
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