├── Code ├── CICIDS_Dataset_Preprocessing.ipynb ├── CICIDS_Flow_Merging.ipynb ├── Cluster_Analysis.ipynb ├── Cluster_Mapping.ipynb ├── Final.ipynb ├── Finetuning_Falcon.ipynb ├── Finetuning_Models.ipynb ├── UNSW_Dataset_Preprocessing.ipynb └── UNSW_Flow_Merging.ipynb ├── Files ├── ATTACK_EXPLANATION.csv ├── CLUSTER_INFORMATION.csv ├── K-MEANS.pkl ├── KMEANS-CLUSTER-CENTERS.npy ├── PIVOT_TABLE.csv ├── SCALER.pkl └── TAGS-NAMES-EMBEDDINGS.npy ├── README.md └── Thesis └── Thesis.pdf /Code/CICIDS_Dataset_Preprocessing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdpahalavan/PADEC/HEAD/Code/CICIDS_Dataset_Preprocessing.ipynb -------------------------------------------------------------------------------- /Code/CICIDS_Flow_Merging.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdpahalavan/PADEC/HEAD/Code/CICIDS_Flow_Merging.ipynb 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