This repository provides code and resources for detecting anomalies in network traffic data. The project uses the UNSW-NB15 dataset, which has been preprocessed and concatenated into a large dataset for analysis. Due to the size of the final concatenated dataset, it is hosted on Google Drive, and instructions are provided for accessing it.
The goal of this project is to analyze network traffic data and identify anomalies that could indicate potential threats or irregularities. The dataset is derived from the UNSW-NB15 collection, which includes various attributes representing different aspects of network connections.
The concatenated dataset (UNSW_NB15_merged.csv) is too large to store directly in this repository. To download the dataset, please follow the link below:
Once downloaded, place the file in the datasets folder within the root directory of the repository. If the datasets folder does not exist, create it manually.
project-root/
├── code/
├── datasets/
│ └── UNSW_NB15_merged.csv
├── .gitignore
├── LICENSE
├── README.md
└── requirements.txt