DDoS-Detection-using-ML

DDoS Detection using various ML models(Decision tree, Random Forest, Support Vector Machine(SVM), KNN, Neural Network, Gradient Boosting tree)

To use this dataset you might need an account of Kaggle or you can make changes in code for accessing dataset that is availabe in Datasets folder. In order to access dataset from Kaggle you might need to upload your API token(kaggle.json). In order to get your API token you can go to the Account tab of your user profile and select Create API Token.

Datasets

1. Dataset taken from Kaggle by YASHWANTH REDDY KUMBAM (https://www.kaggle.com/datasets/yashwanthkumbam/apaddos-dataset)
2. Dataset taken from Kaggle by PREETI (https://www.kaggle.com/datasets/preeti5607/ddos-attack-prevention)