Similarity-Based Hybrid Malware Detection Model Using API Calls

Similarity-Based Hybrid Malware Detection Model Using API Calls

This study presents a novel Similarity-Based Hybrid API Malware Detection Model (HAPI-MDM) aiming to enhance the accuracy of malware detection by leveraging the combined strengths of static and dynamic analysis of API calls. Faced with the pervasive challenge of obfuscation techniques used by malwar...

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Bibliographic Details
Main Authors: Asma A. Alhashmi, Abdulbasit A. Darem, Abdullah M. Alashjaee, Sultan M. Alanazi, Tareq M. Alkhaldi, Shouki A. Ebad, Fuad A. Ghaleb, Aloyoun M. Almadani
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Mathematics
Subjects:
malware detection
API calls correlation
feature similarity
static and dynamic analysis
Online Access:https://www.mdpi.com/2227-7390/11/13/2944

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https://www.mdpi.com/2227-7390/11/13/2944

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