https://github.com/zarah573/ml-malwaredetection

Final project for machine learning course using Android Malware Detection Kaggle Dataset.
https://github.com/zarah573/ml-malwaredetection

classification kaggle keras neural-network python tensorflow

Last synced: 5 days ago
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Final project for machine learning course using Android Malware Detection Kaggle Dataset.

• Host: GitHub
• URL: https://github.com/zarah573/ml-malwaredetection
• Owner: Zarah573
• Created: 2024-07-23T14:46:38.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-07-23T15:21:35.000Z (4 months ago)
• Last Synced: 2024-10-10T08:23:17.404Z (29 days ago)
• Topics: classification, kaggle, keras, neural-network, python, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 621 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ML-MalwareDetection

Final project for machine learning course using [Android Malware Detection Kaggle Dataset](https://www.kaggle.com/datasets/dannyrevaldo/android-malware-detection-dataset). A neural network structured for binary classification using Python, TensorFlow, and Jupyternotebook resulted in 95% accuacy in Malware identification. Read the [full report](https://github.com/Zarah573/ML-MalwareDetection/blob/main/STAA578FinalProjectAndroidMalware.pdf).