Downloads

BAdDroIds App (Android) - Privacy Policy

Data submitted to the UCI dataset repository.

APK used to generate the data (only for research purposes):

• apk.tar.7z.001
• apk.tar.7z.002
• apk.tar.7z.003
• apk.tar.7z.004
• apk.tar.7z.005
• apk.tar.7z.006
• apk.tar.7z.007
• apk.tar.7z.008
• apk.tar.7z.009

Data Description

Data Set Name: BAdDroIds - Discover malware in your Android device with AI

Abstract: The BAdDroIds database contains the set of requested permissions and Android API invocations (AAPI) of 14988 Android applications (7494 Malware and 7494 Legal Apps).

Source: Simone Aonzo*, Luca Oneto*, Alessio Merlo*, Mauro Migliardi** (*DIBRIS - University of Genoa, **DEI - University of Padua)

Data Type: Multivariate

Task: Classification

Attribute Type: Categorical

Area: Computer Science / Engineering

Format Type: Non-Matrix

Does your data set contain missing values? No

Number of Instances (records in your data set): 14988

Number of Attributes (fields within each record): 326110

Relevant Information: The BAdDroIds database contains three files

• "apk.txt" is a table with the following columns
  • id: sequential number of the analysed application
  • hash: MD5 hash of the APK
  • name: package name of the application
  • label: "0" Legal, "1" Malware
• "legend.txt" is a table with the following columns
  • id: sequential number of the declared Android permissions or retrieved Android API invocations
  • flag: "0" declared Android permissions, "1" retrieved Android API invocations
  • name: name of the requested Android permissions or Android API invocations
• "data.txt" is a table with the following columns (each line correspond to the APK described in "apk.txt")
  • label: "0" Legal, "1" Malware
  • list of the id of requested Android permissions or Android API invocations (see "legend.txt")

Attribute Information: The attributes information can be found in the files "legend.txt"

Relevant Papers:

Citation Requests / Acknowledgements: