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author:

Liu, Y. (Liu, Y..) [1] | Wang, S.-C. (Wang, S.-C..) [2] | Yang, Y. (Yang, Y..) [3] | Chen, Y.-C. (Chen, Y.-C..) [4] | Sun, H.-M. (Sun, H.-M..) [5]

Indexed by:

Scopus

Abstract:

As the Android's growth in global market share, the security problem of Android OS becomes more and more serious. According to statistics, there are 84% of smartphone users use Android OS. The popularity brings not only wealth into Android market but also more and more malicious applications. Malicious developers want to steal private information such as credit card number, contacts, or email from Android phones. Android has sustained security issue for a long time. Academics also have put many efforts to solve the problem. Dynamic analysis is one of the methodologies for Android malware detection. Current execution of dynamic analysis needs to deploy heavy human resources. There is always someone needed to access the user interface manually, or the work can hardly be finished. In this work, we propose an approach on Android UI automation. Our implemented system output an Android monkeyrunner scripts, which is custom made for input Apk. The script program can trigger UI event automatically and deal with exception conditions while executed in monkeyrunner. © 2018 by the authors.

Keyword:

Activity call graph; Android; Automation; Malware detection

Community:

  • [ 1 ] [Liu, Y.]Guilin University of Electronic Technology, Guilin, Guangxi, China
  • [ 2 ] [Wang, S.-C.]National Tsing Hua University, Hsinchu, Taiwan
  • [ 3 ] [Yang, Y.]Fuzhou University, Fuzhou, China
  • [ 4 ] [Chen, Y.-C.]University of California Davis, Davis, CA, United States
  • [ 5 ] [Sun, H.-M.]National Tsing Hua University, Hsinchu, Taiwan

Reprint 's Address:

  • [Sun, H.-M.]National Tsing Hua UniversityTaiwan

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Source :

Eurasia Journal of Mathematics, Science and Technology Education

ISSN: 1305-8215

Year: 2018

Issue: 7

Volume: 14

Page: 3159-3179

0 . 9 0 3

JCR@2016

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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