Malware Detection Using Byte Streams of Different File Formats

Malware detection is becoming more important task as we face more data on the Internet. Web users are vulnerable to non-executable files such as Word files and Hangul Word Processor files because they usually open such files without paying attention. As new infected non-executables keep appearing, d...

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Autores principales: Young-Seob Jeong, Sang-Min Lee, Jong-Hyun Kim, Jiyoung Woo, Ah Reum Kang
Formato: Artigo
Lenguaje:Inglês
Publicado: IEEE 2022-01-01
Colección:IEEE Access
Materias:
Malware detection
byte stream
non-executables
deep learning
convolutional neural networks
Hangul word processor
Acceso en línea:https://ieeexplore.ieee.org/document/9772087/
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