android-malware-detection
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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
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
- 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