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

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dataset		dataset
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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

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

flask machine-learning neural-network genetic-algorithm keras dataset svm-classifier androguard security-tools android-malware android-malware-detection

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