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Simple framework to extract "actionable" data from Android malware (C&Cs, phone numbers etc.)

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maldrolyzer

Simple framework to extract "actionable" data from Android malware (C&Cs, phone numbers etc.)

Installation

You have to install the following packets before you start using this project:

  • Androguard (git clone https://github.com/androguard/androguard; cd androguard; sudo python setup.py install)
  • PyCrypto (easy_install pycrypto)
  • pyelftools (easy_install pyelftools)
  • yara (easy_install yara)

Architecture

Idea is really simple and modular. The project has couple of directories, which host a place for you static analysis or output processing:

  • plugins - this is were the code responsible for the malware identification and data extraction is. Every class has to inherit from Plugin class from templates.
  • Method recon idetifies the malware - put there all of the code you need to make sure you can extract the data.
  • Method extract does the usual extraction. There is no specific format for the extracted data, but it's good to keep it in Python dictionary, so that the ouput processors could read it in a uniform way.
  • processing - this is were you put classes that inherit from OutputProcessor class. They are invoked after the data extraction and get the extracted info.
  • process method takes the data and produces some kind of a result (i.e. adds a file or C&C to you database, checks if the C&C is live etc.)

If you want to contribute, write a plugin that decodes some new malware family. It's easy, just look at the existing plugins.

Usage

So, you have an APK sample and you don't know what it is and where is the C&C? Type:

python maldrolyzer.py [sample_path]

If maldrolyzer knows the malware family it will display some useful information like:

{'c2': ['http://esaphapss.net/bn/save_message.php'],
 'malware': 'xbot007',
 'md5': 'ce17e4b04536deac4672b98fbee905e0',
 'sha1': 'a48a2b8a5e1cae168ea42bd271f5b5a0c65f59a9',
 'sha256': 'c3a24d1df11baf2614d7b934afba897ce282f961e2988ac7fa85e270e3b3ea7d',
 'sha512': 'a47f3db765bff9a8d794031632a3cf98bffb3e833f90639b18be7e4642845da2ee106a8947338b9244f50b918a32f1a6a952bb18a1f86f8c176e81c2cb4862b9'}

And you can track the C&Cs from several malware families using http://amtrckr.info

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Simple framework to extract "actionable" data from Android malware (C&Cs, phone numbers etc.)

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