Efficient Malware Analysis Using Subspace-Based Methods on Representative Image Patterns

Efficient Malware Analysis Using Subspace-Based Methods on Representative Image Patterns

In this paper, we propose a new framework for classifying and visualizing malware files using subspace-based methods. The rise of advanced malware poses a significant threat to internet security, increasing the pressure on traditional cybersecurity measures which may no longer be adequate. As signat...

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Bibliographic Details
Main Authors: Djafer Yahia M Benchadi, Bojan Batalo, Kazuhiro Fukui
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Malware
malware image
subspace method
kernel subspace method
occlusion sensitivity analysis
Online Access:https://ieeexplore.ieee.org/document/10244023/

Internet

https://ieeexplore.ieee.org/document/10244023/

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