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Data mining/Machine learning project. Predict malicious apps on the Android Play Store from the set of permissions required by an app.

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tsalomon/AndroidMalwareAnalysis

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Detecting Malicious Android Apps Using App Permissions

The goal of this project is to predict whether an Android application is malicious, given the app’s required permissions.

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Project Structure

.
├── data                   # Built datasets for training model
├── report                 # Our project report files
├── src                    # Source files
│   ├── algorithms         # Algorithms used for training dataset
│   ├── process            # Scripts for building dataset and downloading apks
│   └── utils              # Basic utilities for extracting apks, connecting to sftp etc.
└── README.md

Acknowledgments

  • Malicious app dataset provided by Kooduous

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Data mining/Machine learning project. Predict malicious apps on the Android Play Store from the set of permissions required by an app.

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