Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers
Windows malware is becoming an increasingly pressing problem as the amount of malware continues to grow and more sensitive information is stored on systems. One of the major challenges in tackling this problem is the complexity of malware analysis, which requires expertise from human analysts. Recen...
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Main Authors: | Sohail Khan, Mohammad Nauman |
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Format: | Article |
Language: | English |
Published: |
Tsinghua University Press
2024-06-01
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Series: | Big Data Mining and Analytics |
Subjects: | |
Online Access: | https://www.sciopen.com/article/10.26599/BDMA.2023.9020025 |
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