Use the file malware-detection-android.ipynb for training machine learning models. Open this file on Google Colab or Jupyter Notebook to: Preprocess the data from data.csv. Train models such as Random ...

Android applications are rapidly evolving across the mobile ecosystem, but they also face a growing threat from Android malware. Researchers have extensively analyzed the concept of detecting Android ...

Data Collection Module: Gathers Android apps (both benign and malicious) for analysis. Feature Extraction Module: Extracts relevant attributes from apps using static and dynamic analysis. Feature ...

To reduce the effects of these threats, antiviruses have been developed and malware analysis teams have been established, but human effort may be insufficient in the rapidly growing malware market.