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A Cautionary Tale About Detecting Malware Using Hardware Performance Counters and Machine Learning
IEEE Design & Test ( IF 1.9 ) Pub Date : 2021-03-19 , DOI: 10.1109/mdat.2021.3063338
Boyou Zhou , Anmol Gupta , Rasoul Jahanshahi , Manuel Egele , Ajay Joshi

This article revisits the literature around the use of hardware performance counters for malware detection, highlighting discrepancies, and providing a retrospection of challenges for future research.

中文翻译:

关于使用硬件性能计数器和机器学习检测恶意软件的警告性故事

本文回顾了有关使用硬件性能计数器进行恶意软件检测的文献,重点介绍了差异,并为将来的研究提供了挑战的回顾。
更新日期:2021-05-25
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