Drebin: Effective and Explainable Detection of Android Malware in Your Pocket

  • Arp D
  • Spreitzenbarth M
  • Hübner M
 et al. 
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Abstract

#Drebin. They do lightweight static analysis. Pretty fast (10 secs/app), and they explain their detection results. Detection: 94%. FP: 1%. Bunch of features: hardware components, requested permissions, app components, filtered intents, restricted API calls (for which permission is required, but the app doesn't. maybe it has a root exploit), used permissions, suspicious API calls, network addresses.

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Authors

  • Daniel Arp

  • Michael Spreitzenbarth

  • Malte Hübner

  • Hugo Gascon

  • Konrad Rieck

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