anoopmsivadas/android-malware-detection

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

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)
• Learn and Use Genetic Algorithm
• Train better Models

Useful Repositories

• https://github.com/ashishb/android-malware
• https://github.com/ethicalhackeragnidhra/Android-Malwares
• https://github.com/sk3ptre/AndroidMalware_2020
• https://github.com/sk3ptre/AndroidMalware_2019
• https://github.com/sk3ptre/AndroidMalware_2018