Journal
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
Volume 22, Issue -, Pages 1055-1064Publisher
SPRINGER
DOI: 10.1007/s10586-017-1260-2
Keywords
Android security; Hybrid analysis; Inter-application communication; Sensitive data leakage detection
Funding
- Vietnam NationalUniversity HoChiMinh City (VNU-HCM) [B2016-26-01]
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In this study, we present the uitHyDroid system, which allows the detection of sensitive data leakage via multi-applications using hybrid analysis. uitHyDroid uses static analysis to collect user interface elements that must interact to illuminate possible sensitive data flows. In addition, dynamic analysis is used to capture inter-application communications to link partial sensitive data flows from static analysis. This approach is faster than using only dynamic analysis. In this study, we use hooking technology to conduct dynamic analysis phase emulator modification. The experimental results show that the proposed system can detect most sensitive data leakages for both our dataset and real-world applications.
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