GitHub - hanisami/GAN

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
CGAN.py		CGAN.py
Classifiers.py		Classifiers.py
DataLoader.py		DataLoader.py
Readme		Readme
Utils.py		Utils.py
preprocessing.py		preprocessing.py
requirements.txt		requirements.txt
test.py		test.py
train.py		train.py

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1. Make sure to install all the required package in the requirements.txt

2. Download the CICIDS 2018 Dataset and place it in the project directory

3. Run the following python scripts in the same order

    preprocessing.py
    train.py
    test.py

Note: After train.py is successfully executed, the classifiers and trained CGAN will be stored in files locally.
In test.py, we load these models and perform performance comparison