Andrana: Quick and Accurate Malware Detection for Android

نویسندگان

  • Andrew Bedford
  • Sébastien Garvin
  • Josée Desharnais
  • Nadia Tawbi
  • Hana Ajakan
  • Frédéric Audet
  • Bernard Lebel
چکیده

In order to protect Android users and their information, we have developed a lightweight malware detection tool for Android called Andrana. It leverages machine learning techniques and static analysis to determine, with an accuracy of 94.90%, if an application is malicious. Its analysis can be performed directly on a mobile device in less than a second and using only 12 MB of memory.

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تاریخ انتشار 2016