DDoS-Attack-Detection-Using-Machine-Learning

dataset used : https://www.kaggle.com/datasets/devendra416/ddos-datasets

TABLE OF CONTENTS

• IMPORTS
• DATASET BUILDING
  • MAIN DATASET
  • TEST DATASET
• DATA PREPROCESSING
• GENERATING TRAINING AND TESTING DATASET
• MODEL BUILDING
  • KNN CLASSIFIER
  • GAUSSIAN NAIVE-BAYES
  • DECISION TREE
  • HYBRID MODEL
• VISUALISATION
• MODEL SAVING