Step to follow to run the code

1. DataSet CICDDOS 2019 can be downloaded from the follwoing link,
   (https://www.unb.ca/cic/datasets/ddos-2019.html)
   
2. Dataset needs to be placed in folder named "data1".
3. dataset_create_pre_process.ipynb - reads the dataset and pre-process the data and create a processed dataset with 1000 data per class.
4. data_feature_selection.ipnyb - features are analysed and extracted.
5. syn_SELECITON_training_ml.ipynb - ML model is trained with feature analysis and hyper parameter tuning. (code is implmented to be deployed on Google Colab)
   
6. isp project group members
   
7. JUDITH MALSHINI LINDAMULAGE-IT20222840
   
8. MANDIRA PABASARI LIYANAGE -IT19966236