Sysmon event logs for machine learning-based malware detection

Sysmon event logs for machine learning-based malware detection

Malware poses a significant threat to modern computing environments, necessitating advanced detection techniques that can adapt to evolving attack methods. This study focuses on dynamic malware analysis using machine learning models to process detailed data from Sysmon Event Logs, a crucial sources...

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Bibliographic Details
Main Authors: Riki Mi’roj Achmad, Dyah Putri Nariswari, Baskoro Adi Pratomo, Hudan Studiawan
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-12-01
Series:Cyber Security and Applications
Subjects:
Malware detection
Dynamic analysis
Sysmon
Windows event logs
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S277291842500027X
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http://www.sciencedirect.com/science/article/pii/S277291842500027X

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