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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Bibliographic Details
Main Authors: Sohail Khan, Mohammad Nauman
Format: Article
Language:English
Published: Tsinghua University Press 2024-06-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2023.9020025
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