publication . Article . Other literature type . 2016

A Static Android Malware Detection Based on Actual Used Permissions Combination and API Calls

Xiaoqing Wang; Junfeng Wang; Xiaolan Zhu;
Open Access English
  • Published: 04 Aug 2016
Abstract
Android operating system has been recognized by most application developers because of its good open-source and compatibility, which enriches the categories of applications greatly. However, it has become the target of malware attackers due to the lack of strict security supervision mechanisms, which leads to the rapid growth of malware, thus bringing serious safety hazards to users. Therefore, it is critical to detect Android malware effectively. Generally, the permissions declared in the AndroidManifest.xml can reflect the function and behavior of the application to a large extent. Since current Android system has not any restrictions to the number of permissi...
Subjects
free text keywords: Android, permissions combination, API calls, machine learning.
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Article . 2016
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Other literature type . 2016
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Zenodo
Other literature type . 2016
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publication . Article . Other literature type . 2016

A Static Android Malware Detection Based on Actual Used Permissions Combination and API Calls

Xiaoqing Wang; Junfeng Wang; Xiaolan Zhu;