Malicious Application Determination Using the System Call Event


KIPS Transactions on Software and Data Engineering, Vol. 4, No. 4, pp. 169-176, Apr. 2015
10.3745/KTSDE.2015.4.4.169, Full Text:

Abstract

Recently smartphone market is rapidly growing and application market has also grown significantly. Mobile applications have been provided in various forms, such as education, game, SNS, weather and news. And It is distributed through a variety of distribution channels. Malicious applications deployed with malicious objectives are growing as well as applications that can be useful in everyday life well. In this study, Events from a malicious application that is provided by the normal application deployment and Android MalGenome Project through the open market were extracted and analyzed. And using the results, We create a model to determine whether the application is malicious. Finally, model was evaluated using a variety of statistical method.


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Cite this article
[IEEE Style]
S. M. Yun, Y. J. Ham, G. S. Han and H. W. Lee, "Malicious Application Determination Using the System Call Event," KIPS Transactions on Software and Data Engineering, vol. 4, no. 4, pp. 169-176, 2015. DOI: 10.3745/KTSDE.2015.4.4.169.

[ACM Style]
Seok Min Yun, You Jeong Ham, Geun Shik Han, and Hyung Woo Lee. 2015. Malicious Application Determination Using the System Call Event. KIPS Transactions on Software and Data Engineering, 4, 4, (2015), 169-176. DOI: 10.3745/KTSDE.2015.4.4.169.