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• W2901802815 abstract "With the rapid development of mobile devices, Android applications (apps) are universally used. However, attackers repackage Android apps and release them to the markets for illegal purposes, which brings great threats to the Android ecosystem. To leverage the popularity of original apps, they keep similar software behaviors to confuse app users. Furthermore, repackaged apps can be obfuscated or encrypted to avoid being detected. Besides, hybrid mobile apps, built by combining web technology and native elements, are becoming a preferred choice for developers. The structure of hybrid apps differs a lot from that of native apps which would raise great challenges to repackaging detection. Existing works still have some limitations in detecting repackaging from obfuscated and encrypted apps. Besides, few of them can deal with hybrid apps. In this paper, we proposed an approach based on the app UI regions extracted from app's runtime UI traces. We also implement a tool named RegionDroid based on the approach. We apply RegionDroid to tree datasets with totally 369 apps. It successfully finds all the 98 obfuscated or encrypted repackaged pairs in dataset S <sub xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>1</sub> . It also shows good credibility in distinguishing another 114 commercial apps in dataset S <sub xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sub> . We also test our approach in dataset S <sub xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>3</sub> with 157 hybrid apps by comparing them pairwisely and the false positive rate is 0.016%." @default.
• W2901802815 created "2018-11-29" @default.
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• W2901802815 date "2018-09-01" @default.
• W2901802815 modified "2023-09-26" @default.
• W2901802815 title "RegionDroid: A Tool for Detecting Android Application Repackaging Based on Runtime UI Region Features" @default.
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• W2901802815 doi "https://doi.org/10.1109/icsme.2018.00041" @default.
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