Transfer Learning for Image-Based Malware Detection for IoT

Transfer Learning for Image-Based Malware Detection for IoT

The tremendous growth in online activity and the Internet of Things (IoT) led to an increase in cyberattacks. Malware infiltrated at least one device in almost every household. Various malware detection methods that use shallow or deep IoT techniques were discovered in recent years. Deep learning mo...

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Bibliographic Details
Main Authors: Pratyush Panda, Om Kumar C U, Suguna Marappan, Suresh Ma, Manimurugan S, Deeksha Veesani Nandi
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
malware detection
CNN
transfer learning
ensemble
autoencoder
GRU
Online Access:https://www.mdpi.com/1424-8220/23/6/3253

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https://www.mdpi.com/1424-8220/23/6/3253

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