3 papers
cs.CR2022
Assembling a Cyber Range to Evaluate Artificial Intelligence / Machine Learning (AI/ML) Security Tools
Jeffrey A. Nichols, Kevin D. Spakes, Cory L. Watson +1
In this case study, we describe the design and assembly of a cyber security testbed at Oak Ridge National Laboratory in Oak Ridge, TN, USA. The range is designed to provide agile r…
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…