Identifying stealth malware using CPU power consumption and learning algorithms

Author:

Luckett Patrick1,McDonald J. Todd1,Glisson William B.2,Benton Ryan1,Dawson Joel1,Doyle Blair A.1

Affiliation:

1. School of Computing, University of South Alabama, Mobile, Al, United States. E-mails: phl801@jagmail.southalabama.edu, jtmcdonald@southalabama.edu, rbenton@southalabama.edu, jad1324@jagmail.southalabama.edu, bad1524@jagmail.southalabama.edu

2. Department of Computer Science, Sam Houston State University, Huntsville, TX, United States. E-mail: glisson@shsu.edu

Publisher

IOS Press

Subject

Computer Networks and Communications,Hardware and Architecture,Safety, Risk, Reliability and Quality,Software

Reference48 articles.

1. M. Alazab, S. Venkatraman, P. Watters and M. Alazab, Zero-day malware detection based on supervised learning algorithms of API call signatures, in: Proceedings of the Ninth Australasian Data Mining Conference, Vol. 121, Australian Computer Society, Inc., 2011, pp. 171–182.

2. P.D. Allison, Logistic Regression Using SAS: Theory and Application, SAS Institute, 2012.

3. B. Arslan, S. Gunduz and S. Sagiroglu, A review on mobile threats and machine learning based detection approaches, in: Digital Forensic and Security (ISDFS), 2016 4th International Symposium on, IEEE, 2016, pp. 7–13.

4. Investigating the Impact of Global Positioning System Evidence

5. Why deep learning works: A manifold disentanglement perspective;Brahma;IEEE transactions on neural networks and learning systems,2016

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