File Entropy Signal Analysis Combined With Wavelet Decomposition for Malware Classification

File Entropy Signal Analysis Combined With Wavelet Decomposition for Malware Classification

With the rapid development of the Internet, malware variants have increased exponentially, which poses a key threat to cyber security. Persistent efforts have been made to classify malware variants, but there are still many challenges, including the incapacity to deal with various malware variants b...

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Bibliographic Details
Main Authors: Hui Guo, Shuguang Huang, Cheng Huang, Zulie Pan, Min Zhang, Fan Shi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Malware classification
entropy sequences
signal processing
Haar wavelet transform
support vector machine
Online Access:https://ieeexplore.ieee.org/document/9180349/

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