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Characterizing malicious Android apps by mining topic-specific data flow signatures

Information and Software Technology, ISSN: 0950-5849, Vol: 90, Page: 27-39
2017
  • 36
    Citations
  • 275
    Usage
  • 52
    Captures
  • 0
    Mentions
  • 0
    Social Media
Metric Options:   Counts1 Year3 Year

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Article Description

Context: State-of-the-art works on automated detection of Android malware have leveraged app descriptions to spot anomalies w.r.t the functionality implemented, or have used data flow information as a feature to discriminate malicious from benign apps. Although these works have yielded promising performance, we hypothesize that these performances can be improved by a better understanding of malicious behavior.

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