Docker-based framework for gathering netflow traffic
The primary objective of this framework is to establish an environment that comprehensively monitors and captures all network flows on a Docker virtual network. All interactions within this virtual network are captured, parsed into flows, and subsequently exported to a CSV file.
The DOROTHEA project went throught a complete restructuring to simplify its architecture and enhance user-friendliness 🚧. We have drop all the Python scripts for handeling DOROTHEA in favour of a more minimalistic implementation using Docker-Compose.
If you are searching for one of the old implementations, we have tagged them as releases.
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Realistic Netflow Generation: The framework's primary objective is to generate flow that closely resemble real network traffic. These is archived by using real world tools to simulate genuine interactions and transactions, creating a robust dataset for training machine learning models.
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Low Resource Consumption: By establishing a virtual LAN and deploying containers as nodes, the framework creates a controlled, small-footprint environment that mimics real-world networking scenarios. This environment facilitates the generation and monitoring of traffic patterns while maintaining a low profile in resource consumption.
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Effective & Flexible Monitoring: The framework utilizes
pmacct(Packet Monitoring Accounting) a tool for capturing and process network traffic. Utilizing the defaultprintplugin, it allows us to capture and extract valuable insights from flows into a CSV without the need for a netflow collector, simplifying the process.
This tool requires to have installed in your system:
- Docker
- Docker-Compose
Clone the repository with the following comand to ensure all the submodules are recursively fetch:
$ git clone --recursive https://github.com/uleroboticsgroup/DOROTHEA.git
$ cd DOROTHEAOn the docker-compose.yml file, add your containers that will generate any traffic after the comment:
# YOUR ACTIONS: ...And finally simply run Docker-Compose:
$ docker compose .This framework is released under the LGPL-3.0. Feel free to use, modify, and distribute it in accordance with the terms of the license.