Chabada
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How do we know a program does what it claims to do? After clustering Android apps by their <br> description topics, we identify outliers in each cluster with respect to their API usage. A <br> "weather" app that sends messages thus becomes an anomaly; likewise, a "messaging" app would <br> typically not be expected to access the current location. Applied on a set of 22,500+ Android <br> applications, our CHABADA prototype identified several anomalies; additionally, it flagged 56% <br> of novel malware as such, without requiring any known malware patterns.
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Zenodo创建时间：
2017-03-31
