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cs.CR2018
Towards Malware Detection via CPU Power Consumption: Data Collection Design and Analytics (Extended Version)
Robert Bridges, Jarilyn Hernandez Jimenez, Jeffrey Nichols +2
This paper presents an experimental design and data analytics approach aimed at power-based malware detection on general-purpose computers. Leveraging the fact that malware executi…
cs.CR2017
Malware Detection on General-Purpose Computers Using Power Consumption Monitoring: A Proof of Concept and Case Study
Jarilyn M. Hernández Jiménez, Jeffrey A. Nichols, Katerina Goseva-Popstojanova +2
Malware detection is challenging when faced with automatically generated and polymorphic malware, as well as with rootkits, which are exceptionally hard to detect. In an attempt to…