36th International Conference on Software Engineering (ICSE 2014), May 31 – June 7, 2014, Hyderabad, India

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Apps and Verification
Technical Research
MR.G.1-3, Chair: Luciano Baresi
Checking App Behavior Against App Descriptions
Alessandra Gorla, Ilaria Tavecchia, Florian Gross, and Andreas Zeller
(Saarland University, Germany)
Publisher's Version
Preprint
Abstract: How do we know a program does what it claims to do? After clustering Android apps by their description topics, we identify outliers in each cluster with respect to their API usage. A "weather" app that sends messages thus becomes an anomaly; likewise, a "messaging" app would typically not be expected to access the current location. Applied on a set of 22,500+ Android applications, our CHABADA prototype identified several anomalies; additionally, it flagged 56% of novel malware as such, without requiring any known malware patterns.

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Time stamp: 2019-12-05T20:15:45+01:00