Vision-Based Malware Detection: A Transfer Learning Approach Using Optimal ECOC-SVM Configuration

Vision-Based Malware Detection: A Transfer Learning Approach Using Optimal ECOC-SVM Configuration

Currently, malicious software (malware) detection is becoming important due to the presence of various malware as well as ransomware in digital cyberspace. Advances in Deep Learning (DL) have attracted a lot of interests in applications of malware detection. The file binaries are fed into the DL neu...

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Bibliographic Details
Main Authors: W. K. Wong, Filbert H. Juwono, Catur Apriono
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Malware
machine learning
ECOC
SVM
Online Access:https://ieeexplore.ieee.org/document/9631209/

Internet

https://ieeexplore.ieee.org/document/9631209/

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