File-level malware detection using byte streams

Abstract As more documents appear on the Internet, it becomes important to detect malware within the documents. Malware of non-executables might be more dangerous because people usually open them without worrying about inherent danger. Recently, deep learning models are used to analyze byte streams...

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Bibliographic Details
Main Authors: Young-Seob Jeong, Medard Edmund Mswahili, Ah Reum Kang
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36088-2