Enhancing ransomware defense: deep learning-based detection and family-wise classification of evolving threats

Ransomware is a type of malware that locks access to or encrypts its victim’s files for a ransom to be paid to get back locked or encrypted data. With the invention of obfuscation techniques, it became difficult to detect its new variants. Identifying the exact malware category and family can help t...

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Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Amjad Hussain, Ayesha Saadia, Musaed Alhussein, Ammara Gul, Khursheed Aurangzeb
Format:	Article
Language:	English
Published:	PeerJ Inc. 2024-11-01
Subjects:	Ransomware detection Ransomware classification Ransomware family attribution Artificial Intelligence Deep learning Machine learning
Online Access:	https://peerj.com/articles/cs-2546.pdf