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Non-Essential Communication in Mobile Applications

Author(s)
Rubin, Julia; Gordon, Michael I.; Nguyen, Nguyen; Rinard, Martin
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DownloadMIT-CSAIL-TR-2015-015.pdf (1.913Mb)
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Program Analysis
Advisor
Martin Rinard
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Abstract
This paper studies communication patterns in mobile applications. Our analysis shows that 65% of the HTTP, socket, and RPC communication in top-popular Android applications from Google Play have no effect on the user-observable application functionality. We present a static analysis that is able to detect non-essential communication with 84%-90% precision and 63%-64% recall, depending on whether advertisement content is interpreted as essential or not. We use our technique to analyze the 500 top-popular Android applications from Google Play and determine that more than 80% of the connection statements in these applications are non-essential.
Date issued
2015-05-04
URI
http://hdl.handle.net/1721.1/96909
Series/Report no.
MIT-CSAIL-TR-2015-015

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