Network Intrusion Detection

This project aims to detect various types of network intrusions using machine learning algorithms such as SVM and KNN.

Dataset

The dataset used in this project is subset_dataset.csv, which is a subset dataset, here's the link to it Dataset Link

Project Structure

• data/: Contains the dataset.
• src/: Contains the main code files for data preprocessing, model training, and evaluation.

Setup

1. Clone the repository:

   git clone https://github.com/yourusername/Network-Intrusion-Detection.git
   

2. Navigate to the project directory:

   cd Network-Intrusion-Detection
   

3. Install the required packages:

   pip install -r requirements.txt
   

Usage

1. Run the main script

   python src/main.py