khangtictoc / Thesis-Demo

Android Malware Detection Web Application

Android Malware Detection Web App

Description:

An Android malware detection website performs features like Cuckoo Sandbox, checking Android Malware (APK files). You can deploy it on local and test it. This research is experimented and evaluated by:

• khangtictoc
• ndxbinh1922001

Our research work: Android malware detection system using NLP model

Link for quick demo: https://youtu.be/xLlwO3kqXB4

Techstack:

Name	Technology
OS	Ubuntu 20.04
Frontend	NextJS, TailwindCSS
Backend	Flask server
Database	(Not used)

Web UI:

Install & Set up:

Frontend

• From /client folder. Install npm packages

npm i

• Download NVM (Node Version Manager), install newest NVM

curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.1/install.sh | bash

• Restart your terminal. Install NodeJS version 18.12.1

nvm install v18.12.1

• Initialize WebUI

npm run dev

Now you can access WebUI on http://localhost:3000

Backend

• You must use root privilege to install Python pip packages.

sudo pip install -r requirement.txt

• Put this model file "Keras_hub_large.h5" into /models

• From /flask-server folder. Initialize Flask server

sudo python3 app.py

Backend server now runs on http://localhost:5000