/DDoS-Botnet-Attack-Detection

Primary LanguageJupyter Notebook

DDoS Botnet Attack Detection

Prevent DDoS Attacks to IoT-Devices by analyzing network packets and detecting malicious ones.

Overview

In this project, I have implemented stages of a Data Mining task to detect network packets that are related to DDoS attacks. This task is a classification problem.

Stages of the work include:

  • EDA
  • Data Preprocessing
  • Model Implementation

Also, two datasets have been used for this task that are accessible in the links below:

Dataset 1: Link

Dataset 2: Link

Usage

Files could be opened by using Jupyter Notebook.