Usage:

usage: main.py [-h] [-f APK] [-m MODEL] [-d DATASET] [-r RETRAIN] [-e EVALUATE] [-v] [-s] [-p]

Automation For Android Malware Detection Process Framework

Options:

-h, --help show this help message and exit

-f APK, --apk APK Path to the APK file to be processed

-m MODEL, --model MODEL Path to the trained model file

-d DATASET, --dataset DATASET Path to the dataset file

-r RETRAIN, --retrain RETRAIN Retrain model with new data

-e EVALUATE, --evaluate EVALUATE Evaluate the model with test data

-v, --visualize Visualize the dataset with PCA, t-SNE & ICA

-s, --summarize Summarize the dataset

-p, --parameter get model parameters

Requirement:

docker-ce & docker-cli

tensorflow.keras==2.15.0

scikit-learn==1.3.2

pandas==1.5.3

numpy==1.24.1

seaborn==0.13.2

matplotlib==3.6.3

flask==2.0.1

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