A Neural Network Approach to a Grayscale Image-Based Multi-File Type Malware Detection System

A Neural Network Approach to a Grayscale Image-Based Multi-File Type Malware Detection System

This study introduces an innovative all-in-one malware identification model that significantly enhances convenience and resource efficiency in classifying malware across diverse file types. Traditional malware identification methods involve the extraction of static and dynamic features, followed by...

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Bibliographic Details
Main Authors: Abigail Copiaco, Leena El Neel, Tasnim Nazzal, Husameldin Mukhtar, Walid Obaid
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Applied Sciences
Subjects:
neural network
transfer learning
malware detection
grayscale
portable executable
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Online Access:https://www.mdpi.com/2076-3417/13/23/12888

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https://www.mdpi.com/2076-3417/13/23/12888

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