This is a project to automate the Malware prediction of an apk file via Machine Learning and Python Scripting. This tool helps you to predict whether an android application is Malware or Benign i.e safe to use with the help of machine learning techniques. Using both static and dynamic analysis.
Creators : Balbeer Yadav and Abhishek Chopra
Mentor : Dr. Somanath tripathy
- Ubuntu 18.04 or higher (Can also be used on other debian based linux kernels but we haven't tried)
- Python 3
Start by updating the package list using the following command:
sudo apt update
Use the following command to install pip for Python 3:
sudo apt install python3-pip
Use the following command to install Androguard:
sudo apt-get install -y androguard
Use the following command to install Dependencies:
sudo pip3 install -r requirements.txt
- Download the repo and save it in your pc.
- Copy the .apk file into to Extraction directory.
- Open Terminal in the same directory and run amd.py
python3 amd.py [file_name.apk] - Your result is out!!
- Download the repo and save it in your pc.
- Go to Extraction directory.
- Open Terminal in the same directory and run flaskapp.py
python3 flaskapp.py - Your URL is out you can use the same on web-browser.
Link to Status Presentation: https://docs.google.com/presentation/d/1XlEL42PinMvfgBjMtRy8BSrwarL5o1BvlFgOQ4-DJ3Y/edit?usp=sharing