├── README.md ├── combined_data.csv ├── step1_split_with_type.ipynb ├── step2_calculate_by_split.ipynb ├── step3_visualization_WebDDoS.ipynb ├── step4_concat_500_per_class.ipynb ├── step5_meachineLearning.ipynb ├── step5_meachineLearning_Linear.ipynb ├── step5_meachineLearning_heatmap.ipynb ├── step6_PCA_t-SNE.ipynb ├── step7_mlp.ipynb └── step8_cnn.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/README.md -------------------------------------------------------------------------------- /combined_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/combined_data.csv -------------------------------------------------------------------------------- /step1_split_with_type.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step1_split_with_type.ipynb -------------------------------------------------------------------------------- /step2_calculate_by_split.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step2_calculate_by_split.ipynb -------------------------------------------------------------------------------- /step3_visualization_WebDDoS.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step3_visualization_WebDDoS.ipynb -------------------------------------------------------------------------------- /step4_concat_500_per_class.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step4_concat_500_per_class.ipynb -------------------------------------------------------------------------------- /step5_meachineLearning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step5_meachineLearning.ipynb -------------------------------------------------------------------------------- /step5_meachineLearning_Linear.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step5_meachineLearning_Linear.ipynb -------------------------------------------------------------------------------- /step5_meachineLearning_heatmap.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step5_meachineLearning_heatmap.ipynb -------------------------------------------------------------------------------- /step6_PCA_t-SNE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step6_PCA_t-SNE.ipynb -------------------------------------------------------------------------------- /step7_mlp.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step7_mlp.ipynb -------------------------------------------------------------------------------- /step8_cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daetz-coder/CIC-DDoS2019-Detection/HEAD/step8_cnn.ipynb --------------------------------------------------------------------------------