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#Folder structure

  1. Dataset of 162 malicious APK files. Please email longnv at soongsil.ac.kr to get the APKs & unzip password. Please also let me know your affiliations.

  2. Features used in training AndroDeep:

  • Android Classes
  • Manifest Permissions
  • Android APIs
  • Activity Actions
  • Categories
  • Features
  • Methods
  • System Calls
  • Widgets
  • Broadcast Actions
  • Service Actions
  1. PRAGuard:
  • Using APKiD to analyze obfuscated malware (most of them were not obfuscated by DEXGuard or at least not the original DEXGuard)
  1. Visualization
  • Analyses based on aforementioned Features