E2E-RDS: Efficient End-to-End Ransomware Detection System Based on Static-Based ML and Vision-Based DL Approaches

E2E-RDS: Efficient End-to-End Ransomware Detection System Based on Static-Based ML and Vision-Based DL Approaches

Nowadays, ransomware is considered one of the most critical cyber-malware categories. In recent years various malware detection and classification approaches have been proposed to analyze and explore malicious software precisely. Malware originators implement innovative techniques to bypass existing...

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Bibliographic Details
Main Authors: Iman Almomani, Aala Alkhayer, Walid El-Shafai
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
ransomware
malware
cybersecurity attacks
static analysis
vision-based detection system
transfer learning
Online Access:https://www.mdpi.com/1424-8220/23/9/4467

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https://www.mdpi.com/1424-8220/23/9/4467

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