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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Zhao, L. Chan, N.W.H. Yang, S.J. Melton, R.W. |
| Copyright Year | 2015 |
| Description | Author affiliation: Dept. of Comput. Eng., Rochester Inst. of Technol., Rochester, NY, USA (Zhao, L.; Chan, N.W.H.; Yang, S.J.; Melton, R.W.) |
| Abstract | Existing works have studied how to collect and analyze human usage of mobile devices, to aid in further understanding of human behavior. Typical data collection utilizes applications or background services installed on the mobile device with user permission to collect user usage data via accelerometer, call logs, location, Wi-Fi transmission, etc. through a data tainting process. Built on the existing work, this research developed a system called Panorama (Privacy-sensitive Resource Access Monitoring for Android Systems) to collect application behavior instead of user behavior. The goal is to provide the means to analyze how background services access mobile resources, and potentially to identify suspicious applications that access sensitive user information. Panorama tracks the access of mobile resources in real time and enhances the concept of taint tracking. Each identified user privacy-sensitive resource is tagged and marked for tracking. The result is a dynamic, real-time tool that monitors the process flow of applications. This paper presents the development of Panorama and a set of analysis with respect to a variety of legitimate application behaviors. |
| Starting Page | 1 |
| Ending Page | 6 |
| File Size | 558322 |
| Page Count | 6 |
| File Format | |
| e-ISBN | 9781479999644 |
| DOI | 10.1109/ICCCN.2015.7288451 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2015-08-03 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Monitoring Smart phones Data collection Servers IP networks Androids Humanoid robots |
| Content Type | Text |
| Resource Type | Article |
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