A survey of malware detection using deep learning

A survey of malware detection using deep learning

The problem of malicious software (malware) detection and classification is a complex task, and there is no perfect approach. There is still a lot of work to be done. Unlike most other research areas, standard benchmarks are difficult to find for malware detection. This paper aims to investigate rec...

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Bibliographic Details
Main Authors: Ahmed Bensaoud, Jugal Kalita, Mahmoud Bensaoud
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Machine Learning with Applications
Subjects:
Malware detection
Multi-task learning
Malware image
Generative adversarial networks
Mobile malware
Convolutional neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827024000227

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http://www.sciencedirect.com/science/article/pii/S2666827024000227

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