A Novel Method for Detecting Future Generations of Targeted and Metamorphic Malware Based on Genetic Algorithm

A Novel Method for Detecting Future Generations of Targeted and Metamorphic Malware Based on Genetic Algorithm

This paper presents a novel solution for detecting rare and mutating malware programs and provides a strategy to address the scarcity of datasets for modeling these types of malware. To provide sufficient training data for malware behavioral modeling, genetic algorithms are used together with an opt...

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Bibliographic Details
Main Authors: Danial Javaheri, Pooia Lalbakhsh, Mehdi Hosseinzadeh
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Malware detection
malware unpacking
genetic algorithm
metamorphism
obfuscation
data mining
Online Access:https://ieeexplore.ieee.org/document/9422719/

Internet

https://ieeexplore.ieee.org/document/9422719/

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