On the interplay between static and dynamic analysis for mining sandboxes

On the interplay between static and dynamic analysis for mining sandboxes

연구 분야: Analysis

학회: ICSE '21: Proceedings of the 43rd International Conference on Software Engineering: Companion Proceedings

Due to the popularization of Android and the full range of applications (apps) targeting this platform, many security issues have emerged, attracting researchers and practitioners' attention. As such, many techniques for addressing security Android issues appeared, including approaches for mining sandboxes. Previous research studies have compared Android test case generation tools for this specific goal. Our research aims to explore new techniques for mining sandboxes, especially we are interested in understanding the limits of both static and dynamic analysis in this process. Although the use of tests for mining sandboxes has been explored before, the potential to combine static analysis and dynamic analysis has not been sufficiently investigated yet. That is, in this thesis we will investigate the hypothesis that combining static and dynamic analysis techniques increases the process of mining Android sandboxes.