A Deep Learning Framework for Enhanced Detection of Polymorphic Ransomware

Ransomware, a significant cybersecurity threat, encrypts files and causes substantial damage, making early detection crucial yet challenging. This paper introduces a novel multi-phase framework for early ransomware detection, designed to enhance accuracy and minimize false positives. The framework a...

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Bibliographic Details
Main Authors: Mazen Gazzan, Bader Alobaywi, Mohammed Almutairi, Frederick T. Sheldon
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/17/7/311
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