A Deep Learning Model Leveraging Time-Series System Call Data to Detect Malware Attacks in Virtual Machines

A Deep Learning Model Leveraging Time-Series System Call Data to Detect Malware Attacks in Virtual Machines

Abstract A Tenant Virtual Machine (TVM) user in the cloud may misuse its computing power to launch malware attack against other tenant VMs, Host OS, Hypervisor, or any other computing devices/resources inside the cloud environment of a Cloud Service Provider. The security solutions deployed within t...

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Bibliographic Details
Main Authors: A. Alfred Raja Melvin, Jaspher W. Kathrine, Andrew Jeyabose, D. Cenitta
Format: Article
Language:English
Published: Springer 2025-03-01
Series:International Journal of Computational Intelligence Systems
Subjects:
VMI
VMM
CNN
Time series data
System calls
Deep learning
Online Access:https://doi.org/10.1007/s44196-025-00781-z
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