Overview

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Android malware detection

Android Malware Detection Using Machine Learning Classifiers ( Using Permissions requested by Apps)

Updated 2 months ago

Android Malware Detection

Android Malware detection by analyzing Permissions

Included

Jupyter Notebook used to prepare dataset and create models
a minimal Flask front-end
Dataset created using Androguard
Pretrained models
Genetic Algorithm | source
Extracted Permissions

Dataset Used

CICInvesAndMal2019

TODO

[ ] Make a dataset with more malign samples
[ ] Use more features (Only permissions are extracted now)
[x] Learn and Use Genetic Algorithm
[ ] Train better Models

Useful Repositories

Tags request neural network requests app

Package Owner

Anoop

Gitzella Github

Package Info

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Homepage

Package Tags

request neural network requests app