Toward Hardware-Assisted Malware Detection Utilizing Explainable Machine Learning: A Survey

Toward Hardware-Assisted Malware Detection Utilizing Explainable Machine Learning: A Survey

Hardware joined the battle against malware by introducing secure boot architectures, malware-aware processors, and trusted platform modules. Hardware performance indicators, power profiles, and side channel information can be leveraged at run-time via machine learning for continuous monitoring and p...

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Bibliographic Details
Main Authors: Yehya Nasser, Mohamad Nassar
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Hardware security
embedded systems
malware detection
secure boot
explainability
machine learning
Online Access:https://ieeexplore.ieee.org/document/10323406/

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