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...
Saved in:
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
MALVADA: A framework for generating datasets of malware execution traces
by: Razvan Raducu, et al.
Published: (2025-05-01) -
Detecting Obfuscated Malware Infections on Windows Using Ensemble Learning Techniques
by: Yadigar Imamverdiyev, et al.
Published: (2025-01-01) -
Successive memory image analysis method for malicious codes
by: Wei-ming LI, et al.
Published: (2017-02-01) -
Windows Server 2019 administration fundamentals : a beginner's guide to managing and administering windows server environments /
by: Dauti, Bekim
Published: (2019) -
Adversarial method for malicious ELF file detection based on deep reinforcement learning
by: SUN He, et al.
Published: (2024-10-01)